Self-Optimizing and Pareto-Optimal Policies in General Environments based on Bayes-Mixtures.
Hutter Marcus
Publications LIst - IDSIA
Publications Full List USI-SUPSI"
1551-1600, total: 1686
A First Look at Music Composition using LSTM Recurrent Neural Networks.
Eck Douglas, Schmidhuber Juergen
An Ant Colony Optimization Approach to the Probabilistic Traveling Salesman Problem.
Bianchi Leonora, Gambardella Luca Maria, Dorigo Marco
An algorithm for the relative robust shortest path problem with interval data.
Montemanni Roberto, Gambardella Luca Maria
Optimality of Universal Bayesian Sequence Prediction for General Loss and Alphabet.
Hutter Marcus
Shortest Path Problems in Uncertain, Time Dependent Transportation Networks: a Review.
Castelletti Andrea
Ecological modelling as a tool to support macroalgal bloom management: a case study (Sacca di Goro, Po River delta)
Cellina Francesca, De Leo Giulio Alessandro, Rizzoli Andrea Emilio, Viaroli Pierluigi, Bartoli Marco
Managing resource allocation, scheduling and simulation for an intermodal container terminal
Gambardella Luca Maria, Mastrolilli Palmo Monaldo, Rizzoli Andrea Emilio, Zaffalon Marco
Technical terminology as a critical resource
Dowdall James, Hess Michael, Kahusk Neeme, Kaljurand Kaarel, Koit Mare, Rinaldi Fabio, Vider Kadri
A PTAS for the single machine scheduling problem with controllable processing times
Mastrolilli Palmo Monaldo
Metaheuristics for group shop scheduling
Sampels Michael, Blum Christian, Mastrolilli Palmo Monaldo, Rossi-Doria Olivia
Answer extraction in technical domains
Rinaldi Fabio, Hess Michael, Mollá Diego, Schwitter Rolf, Dowdall James, Schneider Gerold, Fournier Rachel
A simulation tool for combined rail/road transport in intermodal terminals
Rizzoli Andrea Emilio, Fornara Nicoletta, Gambardella Luca Maria
Agent-based Planning and Simulation of Combined Rail/Road Transport
Gambardella L. M., Rizzoli Andrea Emilio, Funk Petra
Progress in integrated assessment and modelling
Parker P., Letcher R., Jakeman Anthony J., Beck M. B., Harris G., Argent R. M., Hare M., Pahl-Wostl C., Voinov Alexey A., Janssen M., Sullivan P., Scoccimarro M., Friend A., Sonnenshein M., Barker D., Matejicek L., Odulaja D., Deadman P., Lim K., Larocque G., Tarikhi P., Fletcher C., Put A., Maxwell T., Charles A., Breeze H., Nakatani N., Mudgal S., Naito W., Osidele O., Eriksson I., Kautsky U., Kautsky E., Naeslund B., Kumblad L., Park R., Maltagliati S., Girardin P., Rizzoli Andrea Emilio, Mauriello D., Hoch R., Pelletier Dominique, Reilly J., Olafsdottir R., Bin S.
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Nicoletta Fornara, Luca Maria Gambardella, Andrea-Emilio Rizzoli
Gradient-based Reinforcement Planning in Policy-Search Methods
Kwee Ivo, Hutter Marcus, Schmidhuber Juergen
An optimization methodology for intermodal terminal management
Gambardella L. M., Mastrolilli Palmo Monaldo, Rizzoli Andrea Emilio, Zaffalon Marco
Convergence and Loss Bounds for Bayesian Sequence Prediction
Hutter Marcus
Distribution of Mutual Information
Hutter Marcus
Working paper: 2-p-opt local search in the Probabilistic Traveling Salesman Problem (PTSP)
Bianchi Leonora
Market-Based Reinforcement Learning in Partially Observable Worlds
Kwee Ivo, Hutter Marcus, Schmidhuber Juergen
Convergence and Error Bounds for Universal Prediction of Nonbinary Sequences
Hutter Marcus
A Network of Relaxation Oscillators that Finds Downbeats in Rhythms
Eck Douglas
General Loss Bounds for Universal Sequence Prediction
Hutter Marcus
Credal classification for dementia screening
Zaffalon Marco, Wesnes Keith, Petrini Orlando
Grouping techniques for one machine scheduling subject to precedence constraints
Mastrolilli Palmo Monaldo
Job shop scheduling problems with controllable processing times
Jansen Klaus, Mastrolilli Palmo Monaldo, Solis-Oba Roberto
Combining arithmetic and geometric rounding techniques for knapsack problems
Mastrolilli Palmo Monaldo
Grouping techniques for scheduling problems: Simpler and faster
Fishkin Aleksei V., Jansen Klaus, Mastrolilli Palmo Monaldo
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Nicoletta Fornara, Marco Colombetti
Notes on dynamic vehicle routing - the state of the art
Bianchi Leonora
Towards a Universal Theory of Artificial Intelligence based on Algorithmic Probability and Sequential Decision Theory
Hutter Marcus
The Fastest and Shortest Algorithm for All Well-Defined Problems
Hutter Marcus
Applying LSTM to Time Series Predictable Through Time-Window Approaches
Gers Felix, Eck Douglas, Schmidhuber Juergen
Approximation algorithms for flexible job shop problems
Jansen Klaus, Mastrolilli Palmo Monaldo, Solis-Oba Roberto
Algorithmic Theories of Everything
Schmidhuber Juergen
Unsupervised Recurrent Neural Networks
Klapper-Rybicka Magdalena, Schraudolph Nicol N, Schmidhuber Juergen
Fast Second-Order Gradient Descent via O(n) Curvature Matrix-Vector Products
Schraudolph Nicol N
New Error Bounds for Solomonoff Prediction
Hutter Marcus
Tracking Rhythms with a Relaxation Oscillator
Eck Douglas
A Positive-Evidence Model for Classifying Rhythmical Patterns
Eck Douglas
Optimal Control Using the Tranport Equation: the Liouville Machine
Kwee Ivo, Schmidhuber Juergen
Combining Arithmetic and Geometric Rounding Techniques for Knapsack Problems: Two Illustrative Examples
Mastrolilli Palmo Monaldo
Parallel Machine Scheduling Problems with Controllable Processing Times
Jansen Klaus, Mastrolilli Palmo Monaldo
Learning to Evaluate Go Positions via Temporal Difference Methods
Schraudolph Nicol N, Dayan Peter Sejnowski Terrence
A Generic Dataflow Programming Environment for Neural Networks
Schraudolph Nicol N
Recurrent Nets that Time and Count
Gers Felix, Schmidhuber Juergen
Neural Processing of Complex Continual Input Streams
Gers Felix, Schmidhuber Juergen
Use of multi-criteria analysis to resolve conflicts in the operation of a transnational multipurpose water system the case of Lake Verbano (Italy-Switzerland)
Soncini-Sessa Rodolfo, Canuti Davide, Colorni Alberto, Villa Luca, Vitali Bruno, Weber Enrico, Losa Fabio, Laniado Eliot, Rizzoli Andrea Emilio