Please find many additional publications in the individual home pages.
 
2008      
     
IDSIA ‑ 10 ‑ 08 2008, November, 1     Not available yet
Giorgio Corani Andrea Rizzoli Marco Zaffalon
Prediction of releases from Lake Lugano


     
IDSIA ‑ 09 ‑ 08 2008, October, 31     DOWNLOAD 308 Kb pdf
Shane Legg Marcus Hutter
Temporal Difference Updating without a Learning Rate


     
IDSIA ‑ 08 ‑ 08 2008, October, 31     DOWNLOAD 240 Kb pdf
D. Ryabko M. Hutter
On the Possibility of Learning in Reactive Environments with Arbitrary Dependence


     
IDSIA ‑ 07 ‑ 08 2008, July, 9     DOWNLOAD 262 KB pdf
Matteo Gagliolo Juergen Schmidhuber
Algorithm Selection as a Bandit Problem with Unbounded Losses


     
IDSIA ‑ 06 ‑ 08 2008, June, 26     DOWNLOAD 243 Kb pdf
F. . Ducatelle G.A. Di Caro L. M. Gambardella
Robot Navigation in a Networked Swarm


     
IDSIA ‑ 05 ‑ 08 2008, May, 9     DOWNOLAD 325 KB pdf
Gianni A. Di Caro, Frederick Ducatelle, Luca M. Gambardella.
Ant Colony Optimization for Routing in Mobile Ad Hoc Networks in Urban Environments.


     
IDSIA ‑ 04 ‑ 08 2008, April, 15     DOWNOLAD 112 KB pdf
Santiago Fernandez, Alex Graves, Juergen Schmidhuber.
Phoneme recognition in TIMIT with BLSTM-CTC.


     
IDSIA ‑ 03 ‑ 08 2008, April, 7     DOWNLOAD 199 KB pdf
R. Montemanni, L.M. Gambardella,
Robust shortest path problems with uncertain costs.


     
IDSIA ‑ 02 ‑ 08 2008, March, 31     DOWNLOAD 210 KB pdf
Frederick Ducatelle, Gianni Di Caro, Luca Maria Gambardella.
A New Approach for Integrating Proactive and Reactive Routing in Mobile Ad Hoc Networks.


     
IDSIA ‑ 01 ‑ 08 2008, January, 16     DOWNOLAD 739 KB pdf
Daan Wierstra, Tom Schaul, Jan Peters, Juergen Schmidhuber.
Natural Evolution Strategies.


2007      
     
IDSIA ‑ 12 ‑ 07 2007, December, 25     DOWNOLAD 193 KB pdf
Roberto Montemanni, Derek H. Smith.
Heuristic construction of constant weight binary codes.


     
IDSIA ‑ 11 ‑ 07 2007, December, 22     DOWNOLAD 152 KB pdf
Shane Legg, Marcus Hutter.
Tests of Machine Intelligence.


     
IDSIA ‑ 10 ‑ 07 2007, December, 20     DOWNLOAD 324 KB pdf
Shane Legg, Marcus Hutter.
Universal Intelligence: A Definition of Machine Intelligence


     
IDSIA ‑ 09 ‑ 07 2007, September, 18     DOWNLOAD 241 KB pdf
Giorgio Corani, Marco Zaffalon.
JNCC2: the Java implementation of the Naive Credal Classifier2


     
IDSIA ‑ 08 ‑ 07 2007, September, 5     DOWNLOAD 212 KB pdf
Giorgio Corani, Marco Zaffalon.
Naive Credal Classifier 2: a robust approach to classification for small and incomplete data sets.


     
IDSIA ‑ 07 ‑ 07 2007, June, 15     DOWNOLAD 109 KB pdf
Shane Legg, Marcus Hutter.
A Collection of Definitions of Intelligence.


     
IDSIA ‑ 06 ‑ 07 2007, June, 22     DOWNOLAD 396 KB pdf
Leonora Bianchi, Luca Maria Gambardella.
Ant Colony Optimization and Local Search based on Exact and Estimated Objective Values for the Probabilistic Traveling Salesman Problem.


     
IDSIA ‑ 05 ‑ 07 2007, May, 30     DOWNLOAD 204 KB pdf
Alberto Piatti, Marco Zaffalon, Fabio Trojani, Marcus Hutter
Learning about a Categorical Latent Variable under Prior Near-Ignorance.


     
IDSIA ‑ 04 ‑ 07 2007, May, 4     DOWNLOAD 328 KB pdf
Alex Graves, Santiago Fernandez, Juergen Schmidhuber.
Multi-Dimensional Recurrent Neural Networks.


     
IDSIA ‑ 03 ‑ 07 2007, February, 20     DOWNLOAD 157 KB pdf
Daniil Ryabko.
Using Data Compressors to Construct Rank Tests.


     
IDSIA ‑ 02 ‑ 07 2007, February, 2     DOWNLOAD 505 KB pdf
Matteo Gagliolo, Jürgen Schmidhuber.
Learning Dynamic Algorithm Portfolios.


     
IDSIA ‑ 01 ‑ 07 2007, January, 22     DOWNLOAD 219 KB pdf
Frederick Ducatelle, Gianni Di Caro, Luca Maria Gambardella.
A study on the use of MANETs in an urban environment.


2006      
     
IDSIA ‑ 16 ‑ 06 2006, October, 20     DOWNLOAD 503 KB pdf
Marcus Hutter, Shane Legg.
Fitness Uniform Optimization.


     
IDSIA ‑ 15 ‑ 06 2006, September, 30     DOWNLOAD 288 KB pdf
Alexey Chernov, Juergen Schmidhuber.
Asymmetric Planning for Incremental Real-Time Heuristic Search.


     
IDSIA ‑ 13 ‑ 06 2006, June, 16     DOWNLOAD 227 KB pdf
Daniil Ryabko, Marcus Hutter.
On Sequence Prediction for Arbitrary Measures.


     
IDSIA ‑ 12 ‑ 06 2006, June, 6     DOWNLOAD 197 KB pdf
Shane Legg.
Is there an Elegant Universal Theory of Prediction?


     
IDSIA ‑ 11 ‑ 06 2006, January, 19     DOWNLOAD 264 KB pdf
Marcus Hutter.
General Discounting versus Average Reward.


     
IDSIA ‑ 10 ‑ 06 2006, April, 14     DOWNLOAD 155 KB pdf
Shane Legg, Marcus Hutter.
A Formal Measure of Machine Intelligence.


     
IDSIA ‑ 09 ‑ 06 2006, March, 28     DOWNLOAD 205 KB pdf
Daniil Ryabko, Marcus Hutter.
Asymptotic Learnability of Reinforcement Problems with Arbitrary Dependence.


     
IDSIA ‑ 08 ‑ 06 2006, March, 24     DOWNLOAD 596 KB pdf
Leonora Bianchi, Marco Dorigo, Luca Maria Gambardella, Walter J. Gutjahr.
Metaheuristics in Stochastic Combinatorial Optimization: a Survey.


     
IDSIA ‑ 07 ‑ 06 2006, March, 20     DOWNLOAD 412 KB pdf
Gianni A. Di Caro, Frederick Ducatelle, Luca M. Gambardella.
Studies of routing performance in a city-like testbed for mobile ad hoc networks.


     
IDSIA ‑ 06 ‑ 06 2006, February, 18     DOWNLOAD 136 KB pdf
Boris Ryabko, Daniil Ryabko.
Provably Secure Universal Steganographic Systems.


     
IDSIA ‑ 05 ‑ 06 2006, March, 7     DOWNLOAD 270 KB pdf
Viktor Zhumatiy, Faustino Gomez, Marcus Hutter, Juergen Schmidhuber.
Metric State Space Reinforcement Learning for a Vision-Capable Mobile Robot.


     
IDSIA ‑ 04 ‑ 06 2006, February, 22     DOWNLOAD 270 KB pdf
Jan Poland, Marcus Hutter.
MDL Convergence Speed for Bernoulli Sequences.


     
IDSIA ‑ 03 ‑ 06 2006, February, 8     DOWNLOAD 245 KB pdf
Marcus Hutter.
On the Foundations of Universal Sequence Prediction.


     
IDSIA ‑ 02 ‑ 06 2006, April, 11    
Leonora Bianchi, Luca Maria Gambardella, Marco Dorigo.
Ant Colony Optimization and Local Search for the Probabilistic Traveling Salesman Problem.


     
IDSIA ‑ 01 ‑ 06 2006, January, 11     DOWNLOAD 200 KB pdf
Roberto Montemanni, Janos Barta, Luca Maria Gambardella.
Heuristic and preprocessing techniques for the robust traveling salesman problem with interval data.


2005      
     
IDSIA ‑ 20 ‑ 05 2005, November, 5     DOWNLOAD 244 KB pdf
Roberto Montemanni, Janos Barta, Luca Maria Gambardella.
The robust traveling salesman problem with interval data.


     
IDSIA ‑ 19 ‑ 05 2005, October, 6, revised Dec. 15     DOWNLOAD 111 KB pdf
Juergen Schmidhuber, Matteo Gagliolo, Daan Wierstra, Faustino Gomez.
Evolino for Recurrent Support Vector Machines.


     
IDSIA ‑ 18 ‑ 05 2005, August, 16     DOWNLOAD 253 KB pdf
Jan Poland, Marcus Hutter.
Universal Learning of Repeated Matrix Games.


     
IDSIA ‑ 17 ‑ 05 2005, July, 19     DOWNLOAD 163 KB pdf
Daniil Ryabko.
On computability of pattern recognition problems.


     
IDSIA ‑ 16 ‑ 05 2005, July, 18     DOWNLOAD 213 KB pdf
Alexey Chernov, Marcus Hutter.
Monotone Conditional Complexity Bounds on Future Prediction Errors.


     
IDSIA ‑ 15 ‑ 05 2005, July, 11     DOWNLOAD 250 KB pdf
Jan Poland, Marcus Hutter.
Defensive Universal Learning with Experts.


     
IDSIA ‑ 14 ‑ 05 2005, July, 10     DOWNLOAD 568 KB pdf
Marcus Hutter
Bayesian Regression of Piecewise Constant Functions.


     
IDSIA ‑ 13 ‑ 05 2005, June, 8     DOWNLOAD 319 KB pdf
Jan Poland, Marcus Hutter.
Asymptotics of Discrete MDL for Online Prediction.


     
IDSIA ‑ 12 ‑ 05 2005, April, 20     DOWNLOAD 143 KB pdf
Alexey Chernov, Juergen Schmidhuber.
On decrease of a priori randomness deficiency.


     
IDSIA ‑ 11 ‑ 05 2005, April, 20     DOWNLOAD 206 KB pdf
Alexey Chernov, Juergen Schmidhuber.
Prefix-like Complexities of Finite and Infinite Sequences on Generalized Turing Machines.


     
IDSIA ‑ 10 ‑ 05 2005, April, 11     DOWNLOAD 280 KB pdf
Marcus Hutter, Jan Poland.
Adaptive Online Prediction by Following the Perturbed Leader.


     
IDSIA ‑ 09 ‑ 05 2005, April, 8     DOWNLOAD 136 KB pdf
Alex Graves, Nicole Beringer, Juergen Schmidhuber.
Rapid Retraining on Speech Data with LSTM Recurrent Networks.


     
IDSIA ‑ 08 ‑ 05 2005, March, 31     DOWNLOAD 185 KB pdf
Alessandro Antonucci, Marco Zaffalon.
Fast Algorithms for robust classification with Bayesian Nets.


     
IDSIA ‑ 07 ‑ 05 2005, March, 18     DOWNLOAD 108 KB pdf
N. Beringer, A. Graves, F. Schiel, J. Schmidhuber.
Classifying unprompted speech by retraining LSTM Nets.


     
IDSIA ‑ 06 ‑ 05 2005, March, 9     DOWNLOAD 240 KB pdf
L. Bianchi, M. Birattari, M. Chiarandin. M. Manfrin, M. Mastrolilli, L. Paquete, O. Rossi-Doria, T. Schiavinotto.
Hybrid Metaheuristics for the Vehicle Routing Problem with Stochastic Demands.


     
IDSIA ‑ 05 ‑ 05 2005, March, 11     DOWNLOAD 268 KB pdf
Marcus Hutter.
On Generalized Computable Universal Priors and their Convergence.


     
IDSIA ‑ 04 ‑ 05 2005, February, 14     DOWNLOAD 64 KB pdf
Shane Legg, Marcus Hutter.
A Universal Measure of Intelligence for Artificial Agents.


     
IDSIA ‑ 03 ‑ 05 2005, January, 31     DOWNLOAD 332 KB pdf
Igor Fischer, Jan Poland.
Amplifying the Block Matrix Structure for Spectral Clustering.


     
IDSIA ‑ 02 ‑ 05 2005, January, 31     DOWNLOAD 223 KB pdf
Jan Poland, Marcus Hutter.
Strong Asymptotic Assertions for Discrete MDL in Regression and Classification.


     
IDSIA ‑ 01 ‑ 05 2005, January, 31     DOWNLOAD 249 KB pdf
Jan Poland, Marcus Hutter.
Master Algorithms for Active Experts Problems based on Increasing Loss Values.


2004      
     
IDSIA ‑ 28 ‑ 04 2004, November, 30     DOWNLOAD 191 KB pdf
Frederick Ducatelle, Gianni Di Caro, Luca Maria Gambardella.
Using Ant Agents to Combine Reactive and Proactive Strategies for Routing in Mobile Ad Hoc Networks.


     
IDSIA ‑ 27 ‑ 04 2004, September, 30     DOWNLOAD 220 KB pdf
Gianni Di Caro, Frederick Ducatelle, Luca Maria Gambardella.
AntHocNet: An Adaptive Nature-Inspired Algorithm for Routing in Mobile Ad Hoc Networks.


     
IDSIA ‑ 26 ‑ 04 2004, October, 29     DOWNLOAD 132 KB pdf
Frederick Ducatelle, Gianni Di Caro, Luca Maria Gambardella
Ant Agents for Hybrid Multipath Routing in Mobile Ad Hoc Networks.


     
IDSIA ‑ 25 ‑ 04 2004, August, 31     DOWNLOAD 140 KB pdf
Gianni Di Caro, Frederick Ducatelle, Luca Maria Gambardella.
AntHocNet: an Ant-Based Hybrid Routing Algorithm for Mobile Ad HocNetworks.


     
IDSIA ‑ 24 ‑ 04 2004, November, 23     DOWNLOAD 240 KB pdf
Marcus Hutter.
Fast Non-Parametric Bayesian Inference on Infinite Trees.


     
IDSIA ‑ 23 ‑ 04 2004, November, 10     DOWNLOAD 235 KB ps.gz
Matteo Gagliolo, Viktor Zhumatiy, Juergen Schmidhuber.
Adaptive Online Time Allocation to Search Algorithms.


     
IDSIA ‑ 22 ‑ 04 2004, November, 10     DOWNLOAD 203 KB pdf
Christoph Ambühl.
An Optimal Bound for the MST Algorithm to Compute Energy Efficient Broadcast Trees in Wireless Networks.


     
IDSIA ‑ 21 ‑ 04 2004, November, 9     DOWNLOAD 240 KB pdf
Shane Legg, Marcus Hutter.
Ergodic MDPs Admit Self-Optimising Policies.


     
IDSIA ‑ 20 ‑ 04 2004, November, 9     DOWNLOAD 300 KB pdf
Shane Legg, Marcus Hutter.
A Taxonomy for Abstract Environments.


     
IDSIA ‑ 19 ‑ 04 2004, October, 29     DOWNLOAD 133 KB pdf
Nicole Beringer.
Human Language Acquisition methods in a Machine Learning Task.


     
IDSIA ‑ 18 ‑ 04 2004, October, 29     DOWNLOAD 92 KB pdf
Nicole Beringer.
How to Integrate Phonetic and Linguistic Knowledge in a Text-to-Phoneme Conversion Task: A Syllabic TPC Tool for French.


     
IDSIA ‑ 17 ‑ 04 2004, December, 21     DOWNLOAD 257 KB pdf
Faustino J. Gomez, Juergen Schmidhuber.
Co-Evolving Recurrent Neurons Learn Deep Memory POMDPs.


     
IDSIA ‑ 16 ‑ 04 2004, October, 22     DOWNLOAD 334 KB pdf
Marcus Hutter.
Sequential Predictions based on Algorithmic Complexity.


     
IDSIA ‑ 15 ‑ 04 2004, September, 7     DOWNLOAD 291 KB pdf
A.E. Rizzoli, F. Oliverio, R. Montemanni, L.M. Gambardella.
Ant Colony Optimisation for vehicle routing problems: from theory to applications.


     
IDSIA ‑ 14 ‑ 04 2004, July, 23     DOWNLOAD 230KB pdf
Marcus Hutter, Andrej Muchnik.
Universal Convergence of Semimeasures on Individual Random Sequences.


     
IDSIA ‑ 13 ‑ 04 2004, July, 15     DOWNLOAD 248 KB pdf
Jan Poland, Marcus Hutter.
On the Convergence Speed of MDL Predictions for Bernoulli Sequences.


     
IDSIA ‑ 12 ‑ 04 2004, June, 21     DOWNLOAD 779 KB pdf
Igor Fischer, Jan Poland.
New Methods for Spectral Clustering.


     
IDSIA ‑ 11 ‑ 04 2004, June, 17     DOWNLOAD 214 KB pdf
Shane Legg, Marcus Hutter.
Fitness Uniform Deletion: A Simple Way to Preserve Diversity.


     
IDSIA ‑ 10 ‑ 04 2004, June, 16    
Marco Zaffalon.
Statistical classification with incomplete observations.


     
IDSIA ‑ 09 ‑ 04 2004, June, 16     DOWNLOAD 227 KB pdf
Jan Poland.
Explicit Local Models: Towards "Optimal" Optimization Algorithms.


     
IDSIA ‑ 08 ‑ 04 2004, May, 12     DOWNLOAD 219 KB pdf
Marcus Hutter, Jan Poland.
Prediction with Expert Advice by Following the Perturbed Leader for General Weights.


     
IDSIA ‑ 07 ‑ 04 2004, March, 26     DOWNLOAD 511 KB pdf
L. Bianchi, M. Birattari, M. Chiarandini, M. Manfrin, M. Mastrolilli, L. Paquete, O. Rossi-Doria.
Research on the Vehicle Routing Problem with Stochastic Demand.


     
IDSIA ‑ 06 ‑ 04 2004, April, 30     DOWNLOAD 155 KB pdf
Leonora Bianchi,Mauro Birattari, Max Manfrin,Monaldo Mastrolilli, Luis Paquete, Olivia Rossi-Doria,Tommaso Schiavinotto.
Metaheuristics for the Vehicle Routing Problem with Stochastic Demands.


     
IDSIA ‑ 05 ‑ 04 2004, April, 29     DOWNLOAD 148 KB pdf
Jan Poland.
A Coding Theorem for Enumerable Output Machines.


     
IDSIA ‑ 04 ‑ 04 2004, March, 20     DOWNLOAD 331 KB pdf
Shane Legg, Marcus Hutter, Akshat Kumar.
Tournament versus Fitness Uniform Selection.


     
IDSIA ‑ 03 ‑ 04 2004, April, 28     DOWNLOAD 219 KB pdf
Jan Poland, Marcus Hutter.
Convergence of Discrete MDL for Sequential Prediction.


     
IDSIA ‑ 02 ‑ 04 2004, March, 1     DOWNLOAD 158 KB pdf
Alessandro Antonucci, Andrea Salvetti, Marco Zaffalon.
Hazard Assessment of Debris Flows by Credal Networks.


     
IDSIA ‑ 01 ‑ 04 2004, January, 28     DOWNLOAD 211 KB pdf
Leonora Bianchi, Ann Melissa Campbell.
Extension of the 2-p-opt and 1-shift Algorithms to the Heterogeneous Probabilistic Traveling Salesman Problem


2003      
     
IDSIA ‑ 24 ‑ 03 2003, December, 30     DOWNLOAD 218 KB pdf
Gianni A. Di Caro.
Analysis of simulation environments for mobile ad hoc networks.


     
IDSIA ‑ 23 ‑ 03 2003, December, 25     DOWNLOAD 168 KB pdf
Roberto Montemanni, Luca Maria Gambardella.
An exact algorithm for the min-power symmetric connectivity problem in wireless networks.


     
IDSIA ‑ 22 ‑ 03 2003, December, 16     DOWNLOAD 222 KB pdf
Giovanni C. Pettinaro, Ivo W. Kwee, Luca M. Gambardella.
Swarmbot3D User Manual.


     
IDSIA ‑ 21 ‑ 03 2003, December, 16     DOWNLOAD 3.9 MB pdf
Giovanni C. Pettinaro, Ivo W. Kwee, Luca M. Gambardella.
Definition, Implementation, and Calibration of the Swarmbot3D Simulator.


     
IDSIA ‑ 20 ‑ 03 2003, November, 28     DOWNLOAD 897 KB pdf
Giovanni C. Pettinaro, Ivo W. Kwee, Luca M. Gambardella.
Acceleration of 3D Dynamics Simulation of S-Bot Mobile Robots using Multi-Level Model Switching.


     
IDSIA ‑ 19 ‑ 03 2003, September, 25, revised Dec. 11     DOWNLOAD 316 KB pdf
Juergen Schmidhuber.
Gödel machines: self-referential universal problem solvers making provably optimal self-improvements.


     
IDSIA ‑ 18 ‑ 03 2003, September, 22     DOWNLOAD 220 KB pdf
Leonora Bianchi, Joshua Knowles, Neill Bowler.
Local search for the probabilistic traveling salesman problem: correction to the 2-p-opt and 1-shift algorithms.


     
IDSIA ‑ 17 ‑ 03 2003, September, 01     DOWNLOAD 660 KB pdf
Alberto V. Donati, Roberto Montemanni, Norman Casagrande, Andrea E. Rizzoli, Luca M. Gambardella.
Time Dependent Vehicle Routing Problem with a Multi Ant Colony System.


     
IDSIA ‑ 16 ‑ 03 2003, October, 30     DOWNLOAD 288 KB pdf
Ray J. Solomonoff.
Progress in Incremental Machine Learning.


     
IDSIA ‑ 15 ‑ 03 2003, June, 06     DOWNLOAD 204 KB ps.gz
Hutter, Marcus, Zaffalon, Marco.
Bayesian Treatment of Incomplete Discrete Data applied to Mutual Information and Feature Selection.


     
IDSIA ‑ 14 ‑ 03 2003, June, 06     DOWNLOAD 183 KB ps.gz
Eck, Douglas, Graves, Alex, Schmidhuber, Juergen.
A New Approach to Continuous Speech Recognition Using LSTM Recurrent Neural Networks.


     
IDSIA ‑ 13 ‑ 03 2003, May, 28     DOWNLOAD 145 KB ps.gz
Graves, Alex, Eck, Douglas, Schmidhuber, Juergen.
Comparing LSTM Recurrent Networks with Spiking Recurrent Networks on the Recognition of Spoken Digits.


     
IDSIA ‑ 12 ‑ 03 2003, May, 26    
de Cooman, G., Zaffalon, M.
Updating probabilities with incomplete observations.


     
IDSIA ‑ 11 ‑ 03 2003, April, 11     DOWNLOAD 292 KB pdf
Marco Zaffalon, Marcus Hutter.
Robust inference of trees.


     
IDSIA ‑ 10 ‑ 03 2003, April, 09    
Alberto V. Donati, Luca Maria Gambardella, Norman Casagrande, Roberto Montemanni.
Optimizing Starting Times for the Time Dependent Vehicle Routing Problem.


     
IDSIA ‑ 09 ‑ 03 2003, March, 16     DOWNLOAD 222 KB ps.gz
Marcus Hutter.
Sequence Prediction based on Monotone Complexity.


     
IDSIA ‑ 08 ‑ 03 2003, February, 28     DOWNLOAD 172 KB pdf
Alberto V. Donati, Roberto Montemanni, Luca M. Gambardella, Andrea E. Rizzoli.
Integration of a Robust Shortest Path Algorithm with a Time Dependent Vehicle Routing Model and Applications.


     
IDSIA ‑ 07 ‑ 03 2003, February, 28    
Mastrolilli, M.
Notes on Max Flow Time Minimization with Controllable Processing Times.


     
IDSIA ‑ 06 ‑ 03 2003, February, 28    
Mastrolilli, M.
Scheduling to Minimize Max Flow Time: Off-line and On-line Algorithms.


     
IDSIA ‑ 05 ‑ 03 2003, February, 27     DOWNLOAD 178 KB ps.gz
Hutter, Marcus.
On the Existence and Convergence of Computable Universal Priors.


     
IDSIA ‑ 04 ‑ 03 2003, January, 03     DOWNLOAD 273 KB PDF
Juergen Schmidhuber.
The New AI: General & Sound & Relevant for Physics.


     
IDSIA ‑ 03 ‑ 03 2003, January, 23     DOWNLOAD 204 KB ps.gz
Hutter, Marcus.
Robust Estimators under the Imprecise Dirichlet Model.


     
IDSIA ‑ 02 ‑ 03 2003, January, 20    
Donati, Alberto V., Gambardella, Luca M., Casagrande Norman, Rizzoli, Andrea.
Dependent Vehicle Routing Problem with an Ant Colony System.


     
IDSIA ‑ 01 ‑ 03 2003, January, 17     DOWNLOAD 436 KB ps.gz
Hutter, Marcus.
A Gentle Introduction to The Universal Algorithmic Agent AIXI.


2002      
     
IDSIA ‑ 26 ‑ 02 2002, December, 02     DOWNLOAD 187 KB pdf
Bram Bakker
Advantage(lambda) learning.


     
IDSIA ‑ 25 ‑ 02 2002, November, 20    
Zaffalon, Marco Wesnes, Keith Petrini, Orlando
Reliable diagnoses of dementia by the naive credal classifier inferred from incomplete cognitive data.


     
IDSIA ‑ 24  ‑ 02 2002, July, 14     DOWNLOAD 260 KB pdf
Donati, Alberto V. Gambardella, Luca Maria Rizzoli, Andrea E., Montemanni, Roberto
Logistica Urbana Delle Merci


     
IDSIA ‑ 23 ‑ 02 2002, November, 11     DOWNLOAD 301 KB pdf
Montemanni Roberto, Gambardella Luca M., Rizzoli Andrea E.,Donati Alberto V
A new algorithm for a Dynamic Vehicle Routing Problem based on Ant Colony System.


     
IDSIA ‑ 22 ‑ 02 2002, October, 07     DOWNLOAD 266 KB ps.gz
Eck Douglas.
Real-Time Musical Beat Induction with Spiking Neural Networks.


     
IDSIA ‑ 21 ‑ 02 2002, August, 21     DOWNLOAD 167 KB pdf
Bianchi Leonora, Knowles Joshua.
Local search for the probabilistic traveling salesman problem: a proof of the incorrectness of Bertsimas' proposed 2-p-opt and 1-shift algorithms.


     
IDSIA ‑ 20 ‑ 02 2002, August, 27    
Mastrolilli Monaldo, Bianchi Leonora.
Core Instances for Testing: a Case Study.


     
IDSIA ‑ 19 ‑ 02 2002, August, 27    
Fishkin, A.V., Jansen, K., Mastrolilli, M.
A PTAS for shop scheduling with release dates to minimize the average weighted completion time.


     
IDSIA ‑ 18 ‑ 02 2002, August, 27    
Rossi-Doria Olivia, Sampels Michael, Knowles Joshua, Manfrin Max, Birattari Mauro, Chiarandini Marco, Mastrolilli Monaldo, Paechter Ben, Dorigo Marco, Gambardella Luca M., Paquete Luis, Stützle Thomas,
A comparison of the performance of different metaheuristics on the timetabling problem.


     
IDSIA ‑ 17 ‑ 02 2002, August, 27    
Sampels Michael, Blum Christian, Rossi-Doria Olivia, Mastrolilli Monaldo.
Metaheuristics for Group Shop Scheduling


     
IDSIA ‑ 16 ‑ 02 2002, August, 27    
Mastrolilli Monaldo.
Efficient Approximation Schemes for Scheduling Problems with Release Dates and Delivery Times.


     
IDSIA ‑ 15 ‑ 02 2002, August, 27    
Mastrolilli Monaldo.
A PTAS for the single machine scheduling problem with controllable processing times.


     
IDSIA ‑ 14 ‑ 02 2002, August, 27    
Mastrolilli Monaldo.
Grouping Techniques for One Machine Scheduling Subject to Precedence Constraints.


     
IDSIA ‑ 13 ‑ 02 2002, August, 27    
Mastrolilli Monaldo, Gambardella Luca M.
Understanding Local Search Heuristics for MAX-SAT.


     
IDSIA ‑ 12 ‑ 02 2002, July, 31     DOWNLOAD 172 KB ps.gz
J. Schmidhuber.
Optimal Ordered Problem Solver.


     
IDSIA ‑ 11 ‑ 02 2002, May, 15     DOWNLOAD 371 KB pdf
Hutter Marcus, Zaffalon Marco.
Distribution of Mutual Information from Complete and Incomplete Data.


     
IDSIA ‑ 10 ‑ 02 2002, May, 21     DOWNLOAD 178 KB ps.gz
Montemanni Roberto, Gambardella Luca M..
A branch and bound algorithm for the robust spanning tree problem with interval data.


     
IDSIA ‑ 09 ‑ 02 2002, May, 18     DOWNLOAD 145 KB pdf
Montemanni Roberto, Gambardella Luca M., Donati Alberto V..
A branch and bound algorithm for the robust shortest path problem with interval data.


     
IDSIA ‑ 08 ‑ 02 2002, May, 06     DOWNLOAD 186 KB ps.gz
Zaffalon Marco, Hutter Marcus,
Robust Feature Selection by Mutual Information Distributions.


     
IDSIA ‑ 07 ‑ 02 2002, March, 15     DOWNLOAD 165 KB pdf
Eck Douglas, Schmidhuber Juergen.
A First Look at Music Composition using LSTM Recurrent Neural Networks.


     
IDSIA ‑ 06 ‑ 02 2002, March, 05    
Bianchi L., Gambardella L.M., Dorigo M.
An Ant Colony Optimization Approach to the Probabilistic Traveling Salesman Problem.


     
IDSIA ‑ 05 ‑ 02 2002, February, 28     DOWNLOAD 191 KB pdf
Montemanni Roberto, Gambardella Luca M.
An algorithm for the relative robust shortest path problem with interval data.


     
IDSIA ‑ 04 ‑ 02 2002, April, 17     DOWNLOAD 118 KB ps.gz
Hutter Marcus.
Self-Optimizing and Pareto-Optimal Policies in General Environments based on Bayes-Mixtures.


     
IDSIA ‑ 03 ‑ 02 2002, February, 26     DOWNLOAD 187 KB pdf
Mastrolilli Monaldo, Hutter Marcus.
Hybrid Rounding Techniques for Knapsack Problems.


     
IDSIA ‑ 02 ‑ 02 2002, February, 18     DOWNLOAD 331 KB ps.gz
Hutter Marcus.
Optimality of Universal Bayesian Sequence Prediction for General Loss and Alphabet.


     
IDSIA ‑ 01 ‑ 02 2002, January, 20    
Castelletti A.
Shortest Path Problems in Uncertain, Time Dependent Transportation Networks: a Review.


2001      
     
IDSIA ‑ 14 ‑ 01 2001, November, 28     DOWNLOAD 135 ps.gz
Kwee Ivo, Hutter Marcus, Schmidhuber Juergen
Gradient-based Reinforcement Planning in Policy-Search Methods


     
IDSIA ‑ 13 ‑ 01 2001, June, 19     DOWNLOAD 79 KB ps.gz
Hutter Marcus
Distribution of Mutual Information,


     
IDSIA ‑ 12 ‑ 01 2001, June, 13     DOWNLOAD 66 KB ps.gz
Mastrolilli Monaldo
Combining Arithmetic and Geometric Rounding Techniques for Knapsack Problems


     
IDSIA ‑ 11 ‑ 01 2001, June, 13     DOWNLOAD 86 KB ps.gz
Fishkin Aleksei V, Jansen Klaus, Mastrolilli Monaldo
Grouping techniques for scheduling problems: simpler and faster


     
IDSIA ‑ 10 ‑ 01 2001, May, 01     DOWNLOAD 39 KB ps.gz
Kwee Ivo, Hutter Marcus, Schmidhuber Juergen
Market-Based Reinforcement Learning in Partially Observable Worlds


     
IDSIA ‑ 09 ‑ 01 2001, August, 15     DOWNLOAD 234 KB ps.gz
Marcus Hutter.
Convergence and Loss Bounds for Bayesian Sequence Prediction


     
IDSIA ‑ 08 ‑ 01 2001, May, 15    
Bianchi Leonora
Working paper: 2-p-opt local search in the Probabilistic Traveling Salesman Problem (PTSP)


     
IDSIA ‑ 07 ‑ 01 2001, February, 26     DOWNLOAD 67 KB ps.gz
Hutter Marcus
Convergence and Error Bounds for Universal Prediction of Nonbinary Sequences


     
IDSIA ‑ 06 ‑ 01 2001, February, 19     DOWNLOAD 136 KB ps.gz
Eck Douglas
A Network of Relaxation Oscillators that Finds Downbeats in Rhythms


     
IDSIA ‑ 04 ‑ 01 2001, January, 25    
Zaffalon M,
Robust discovery of tree-dependency structures


     
IDSIA ‑ 03 ‑ 01 2001, January, 21     DOWNLOAD 95 KB ps.gz
Hutter Marcus
General Loss Bounds for Universal Sequence Prediction


     
IDSIA ‑ 02 ‑ 01 2001, January, 16    
Zaffalon M., Wesnes K., Petrini O.,
Credal classification for dementia screening


     
IDSIA ‑ 01 ‑ 01 2001, January, 17     DOWNLOAD 104 KB ps.gz
Hutter Marcus
Fitness Uniform Selection to Preserve Genetic Diversity


2000      
     
IDSIA ‑ 22 ‑ 00 2000, December, 01     DOWNLOAD 158 KB ps.gz
Gers F. , Eck D. , Schmidhuber J..
Applying LSTM to Time Series Predictable Through Time-Window Approaches


     
IDSIA ‑ 21 ‑ 00 2000, December, 01    
Zaffalon, M
Statistical inference of the naive credal classifier


     
IDSIA ‑ 20 ‑ 00 2000, November, 30     DOWNLOAD 158 KB ps.gz
Schmidhuber, J
Algorithmic Theories of Everything


     
IDSIA ‑ 17 ‑ 00 2000, November, 28     DOWNLOAD 75 KB ps.gz
Klapper-Rybicka Magdalena, Schraudolph Nicol N, Schmidhuber Juergen.
Unsupervised Recurrent Neural Networks


     
IDSIA ‑ 16 ‑ 00 2000, December, 7     DOWNLOAD 119 KB ps.gz
Hutter, Marcus
The Fastest and Shortest Algorithm for All Well-Defined Problems


     
IDSIA ‑ 15 ‑ 00 2000, February, 04     DOWNLOAD 26 KB ps.gz
Schraudolph, Nicol N.
A Generic Dataflow Programming Environment for Neural Networks


     
IDSIA ‑ 14 ‑ 00 2000, December, 15     DOWNLOAD 83 KB ps.gz
Hutter, Marcus
Towards a Universal Theory of Artificial Intelligence based on Algorithmic Probability and Sequential Decision Theory


     
IDSIA ‑ 12 ‑ 00 2000, November, 15     DOWNLOAD 232 KB ps.gz
Schraudolph, Nicol N.
Fast Second-Order Gradient Descent via O(n) Curvature Matrix-Vector Products


     
IDSIA ‑ 11 ‑ 00 2000, November, 14     DOWNLOAD 92 KB ps.gz
Hutter Marcus
New Error Bounds for Solomonoff Prediction


     
IDSIA ‑ 10 ‑ 00 2000, October, 31     DOWNLOAD 160 KB ps.gz
Eck, Douglas
Tracking Rhythms with a Relaxation Oscillator


     
IDSIA ‑ 09 ‑ 00 2000, October, 31     DOWNLOAD 143 KB ps.gz
Eck Douglas
A Positive-Evidence Model for Classifying Rhythmical Patterns


     
IDSIA ‑ 08 ‑ 00 2000, September, 29     DOWNLOAD 102 KB ps.gz
Kwee Ivo, Schmidhuber Juergen
Optimal Control Using the Tranport Equation: the Liouville Machine


     
IDSIA ‑ 07 ‑ 00 2000, September, 13    
Mastrolilli Monaldo
Combining Arithmetic and Geometric Rounding Techniques for Knapsack Problems: Two Illustrative Examples


     
IDSIA ‑ 06 ‑ 00 2000, May, 23    
Jansen, Klaus; Mastrolilli, Monaldo
Parallel Machine Scheduling Problems with Controllable Processing Times


     
IDSIA ‑ 05 ‑ 01 2000, December, 20     DOWNLOAD 81 KB ps.gz
Bianchi Leonora
Notes on dynamic vehicle routing - the state of the art


     
IDSIA ‑ 05 ‑ 00 2000, February, 21     DOWNLOAD 84 KB ps.gz
Schraudolph Nicol N, Dayan Peter Sejnowski Terrence.
Learning to Evaluate Go Positions via Temporal Difference Methods


     
IDSIA ‑ 04 ‑ 00 2000, February, 16    
Jansen K., Mastrolilli M., Solis-Oba R.
Job Shop Scheduling Problems with Controllable Processing Times


     
IDSIA ‑ 03 ‑ 00 2000, May, 25     DOWNLOAD 118 KB ps.gz
Gers A. Felix, Schmidhuber Juergen.
Long Short-Term Memory Learns Context Free and Context Sensitive Languages


     
IDSIA ‑ 02 ‑ 00 2000, January, 26     DOWNLOAD 76 KB ps.gz
Gers Felix A., Schmidhuber Juergen
Neural Processing of Complex Continual Input Streams


     
IDSIA ‑ 01 ‑ 00 2000, January, 26     DOWNLOAD 81 KB ps.gz
Gers Felix A., Schmidhuber Juergen
Recurrent Nets that Time and Count


1999      
     
IDSIA ‑ 15 ‑ 99 1999, November, 15     DOWNLOAD 78 KB ps.gz
Schraudolph Nicol N., Giannakopoulos, Xavier.
Online Independent Component Analysis With Local Learning Rate Adaptation


     
IDSIA ‑ 14 ‑ 99 1999, November, 15    
Fagiuoli E., Zaffalon M.
Tree-Augmented Naive Credal Classifiers


     
IDSIA ‑ 13 ‑ 99 1999, September, 21     DOWNLOAD 188 KB ps.gz
Zaffalon M,
Fast Computation of the Confidence for the Naive Credal Classifier Defined with Interval Probabilities


     
IDSIA ‑ 12 ‑ 99 1999, September, 10    
Jansen Klaus, Mastrolilli Monaldo
Solis-Oba, Roberto. Approximation Algorithms for Flexible Job Shop Problems


     
IDSIA ‑ 11 ‑ 99 1999, August, 01    
Zaffalon M.
Exact Credal Treatment of Missing Data, with an Application to Classification


     
IDSIA ‑ 10 ‑ 99 1999, July, 14     DOWNLOAD 149 KB ps.gz
Zaffalon M.
An Efficient Test of Credal Dominance for the Naive Credal Classifier Defined with Interval Probabilities.


     
IDSIA ‑ 09 ‑ 99 1999, March, 08     DOWNLOAD 163 KB ps.gz
Schraudolph Nicol N.
Local Gain Adaptation in Stochastic Gradient Descent


     
IDSIA ‑ 08 ‑ 99 1999, March, 08    
Zaffalon M., Gambardella, L..M., Taillard E.D.
A Network Design Approach to the Allocation of Resources in an Intermodal Terminal


     
IDSIA ‑ 07 ‑ 99 1999, March, 03     DOWNLOAD 102 KB ps.gz
Cummins Fred, Gers Felix, Schmidhuber Juergen
Comparing Prosody Across Many Languages


     
IDSIA ‑ 06 ‑ 99 1999, March, 01     DOWNLOAD 214 KB ps.gz
Gambardella L.M., Taillard E., Agazzi G., MACS-VRPTW.
A Multiple Ant Colony System for Vehicle Routing Problems with Time Windows


     
IDSIA ‑ 05 ‑ 99 1999, February, 23     DOWNLOAD 53 KB ps.gz
Taillard E.
Ant Systems,


     
IDSIA ‑ 04 ‑ 99 1999, February, 18    
Zaffalon M.
Credal Networks Classification


     
IDSIA ‑ 03 ‑ 99 1999, February, 03     DOWNLOAD 95 KB ps.gz
Cummins Fred, Gers Felix, Schmidhuber Juergen
Automatic discrimination among languages based on prosody alone


     
IDSIA ‑ 02 ‑ 99 1999, January, 28    
Zaffalon M.
A Credal Approach to Naive Classification


     
IDSIA ‑ 01 ‑ 99 1999, January, 26     DOWNLOAD 210 KB ps.gz
Gers F. A., Schmidhuber J., Cummins F.,
Learning to Forget: Continual Prediction with LSTM


1998      
     
IDSIA ‑ 52 ‑ 98 1998, July, 10     DOWNLOAD 234 KB ps.gz
Taillard E.D.
La programmation ŕ mémoire adaptative et les algorithmes pseudo-gloutons: nouvelles perspectives pour les méta-heuristiques


     
IDSIA ‑ 50 ‑ 98 1998, August, 31     DOWNLOAD 65 KB ps.gz
Schmidhuber Juergen, Zhao Jieyu.
Direct Policy Search and Uncertain Policy Evaluation


     
IDSIA ‑ 46 ‑ 98 1998, October, 15    
Taillard E. D.
FANT: Fast ant system


     
IDSIA ‑ 45 ‑ 98 1998, September, 18    
Mastrolilli M., Gambardella L.M.
Effective Neighborhood Functions for the Flexible Job Shop Problem


     
IDSIA ‑ 41 ‑ 98 1998, May, 21     DOWNLOAD 503 KB ps.gz
Gambardella Luca M., Rizzoli Andrea E., Zaffalon, Marco.
Simulation and planning of an intermodal container terminal


     
IDSIA ‑ 40 ‑ 98 1998, June, 1     DOWNLOAD 249 KB ps.gz
Fagiuoli E., Zaffalon M.
A Note about Redundancy in Influence Diagrams


     
IDSIA ‑ 38 ‑ 98 1998, May, 20     DOWNLOAD 100 KB ps.gz
Rizzoli Andrea E., Davis J. Richard, Abel David,
Model and data integration and re-use in environmental decision support systems


     
IDSIA ‑ 33 ‑ 98 1998, May, 20     DOWNLOAD 102 KB ps.gz
Schraudolph Nicol N.
Accelerated Gradient Descent by Factor-Centering Decomposition


     
IDSIA ‑ 32 ‑ 98 1998, May, 09     DOWNLOAD 65 KB ps.gz
Schraudolph Nicol N.
Slope Centering: Making Shortcut Weights Effective


     
IDSIA ‑ 28 ‑ 98 1998, June, 17     DOWNLOAD 1260 KB ps.gz
Schmidhuber Juergen.
Facial beauty and fractal geometry


     
IDSIA ‑ 25 ‑ 98 1998, May, 16     DOWNLOAD 70 KB ps.gz
Schraudolph, Nicol N.
Scoring Conference Submissions by Alternate Maximization of Likelihood


     
IDSIA ‑ 20 ‑ 98 1998, April, 20    
Gambardella L.M., Zaffalon M.
Optimization of Resources in an Intermodal Terminal


     
IDSIA ‑ 19 ‑ 98 1998, June, 10     DOWNLOAD 71 KB ps.gz
Taillard E. D., Gambardella L.M., Gendreau M., Potvin J.-Y.
Adaptive Memory Programming: A Unified View of Meta-Heuristics


     
IDSIA ‑ 11 ‑ 98 1998, May, 10     DOWNLOAD 116 KB ps.gz
Salustowicz Rafal, Schmidhuber Juergen.
Learning to Predict Through Probabilistic Incremental Program Evolution and Automatic Task Decomposition


     
IDSIA ‑ 09 ‑ 98 1998, March, 27     DOWNLOAD 218 KB ps.gz
Schraudolph Nicol N.
Online Local Gain Adaptation for Multi-Layer Perceptrons


     
IDSIA ‑ 08 ‑ 98 1998, August, 17     DOWNLOAD 104 KB ps.gz
Salustowicz Rafal, Schmidhuber Juergen
H-PIPE: Facilitating Hierarchical Program Evolution through Skip Nodes


     
IDSIA ‑ 07 ‑ 98 1998, March, 10     DOWNLOAD 138 KB ps.gz
Schraudolph, Nicol N.
A Fast, Compact Approximation of the Exponential Function


1997      
     
IDSIA ‑ 87 ‑ 97 1997, September, 10     DOWNLOAD 73 KB ps.gz
Taillard É. D., Gambardella L.M.
Adaptive memories for the Quadratic Assignment Problems


     
IDSIA ‑ 79 ‑ 97 1997, September, 05     DOWNLOAD 108 KB ps.gz
Taillard E.D., Gambardella L., Gendreau M., Potvin J.Y.
Programmation ŕ mémoire adaptative


     
IDSIA ‑ 77 ‑ 97 1997, August, 31     DOWNLOAD 1752 KB ps.gz
Schraudolph Nicol N., Eldracher Martin, Schmidhuber Juergen.
Processing Images by Semi-Linear Predictability Minimization


     
IDSIA ‑ 42 ‑ 97 1997, July,  22     DOWNLOAD 120 KB ps.gz
Schmidhuber Juergen, Zhao Jieyu, Schraudolph, Nicol N.
Reinforcement Learning with Self-Modifying Policies


     
IDSIA ‑ 35 ‑ 97 1997, July, 14     DOWNLOAD 153 KB ps.gz
Schmidhuber Juergen.
What's interesting?


     
IDSIA ‑ 33 ‑ 97 1997, September, 04     DOWNLOAD 135 KB ps.gz
Brimberg J., Hansen P., Mladenovic N., Taillard E.D.
Improvements and Comparison of Heuristics for solving the Multisource Weber Problem


     
IDSIA ‑ 29 ‑ 97 1997, January, 27     DOWNLOAD 132 KB ps.gz
Salustowicz Rafal, Wiering Marco, Schmidhuber Juergen.
Learning Team Strategies With Multiple Policy-Sharing Agents: A Soccer Case Study


     
IDSIA ‑ 22 ‑ 97 1997, January, 22     DOWNLOAD 33 KB ps.gz
Taillard E. D., Gambardella L..
An ant approach for structured quadratic assignment problems


     
IDSIA ‑ 19 ‑ 97 1997, April, 19     DOWNLOAD 110 KB ps.gz
Schraudolph Nicol N.
Centering Neural Network Gradient Factors


     
IDSIA ‑ 11 ‑ 97 1997, September, 01     DOWNLOAD 132 KB ps.gz
Gambardella L.M., Dorigo M.,
HAS-SOP: Hybrid Ant System for the Sequential Ordering Problem


1996      
     
IDSIA ‑ 96 ‑ 96 1996, October, 10     DOWNLOAD 151 KB ps.gz
Taillard E. D.
Heuristic Methods for Large Centroid Clustering Problems


     
IDSIA ‑ 95 ‑ 96 1996, October, 09     DOWNLOAD 102 KB ps.gz
Wiering Marco, Schmidhuber Juergen.
HQ-Learning: Discovering Markovian Subgoals for Non-Markovian Reinforcement Learning


     
IDSIA ‑ 69 ‑ 96 1996, June, 27     DOWNLOAD 191 KB ps.gz
Schmidhuber Juergen, Zhao Jieyu, Wiering Marco.
Simple Principles of Metalearning


     
IDSIA ‑ 19 ‑ 96 1996, May, 6     DOWNLOAD 65 KB ps.gz
Schmidhuber Juergen, Hochreiter Sepp.
Guessing can Outperform Many Long Time Lag Algorithms


1995      
     
IDSIA ‑ 59 ‑ 95 1995, May, 29     DOWNLOAD 68 KB ps.gz
Schmidhuber Juergen.
Environment-Independent Reinforcement Acceleration



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