Final program of the workshop:

10:30

Ann Nowé: Opening Remarks

10:45

Gourdin, T. and Sigaud, O.: Towards a Continuous Reinforcement Learning Module for Navigation in Video Games

11:15

Kocsis, L. and Szepesvári, C.: Reduced-Variance Payoff Estimation in Adversarial Bandit Problems

11:45

Bonarini, A., Lazaric, A., Munoz de Cote, E., and Restelli, M.: Improving Cooperation among Self-Interested Reinforcement Learning Agents

12:15

Lunch

14:00

Buffet, O. and Aberdeen, D.: A Two-Teams Approach for Robust Probabilistic Temporal Planning

14:30

Jaulmes, R., Pineau, J., and Precup, D.: Learning in Non-Stationary Partially Observable Markov Decision Processes

15:00

Shani, G., Brafman, R., and Shimony, S.: Adaptation for Changing Stochastic Environments through Online POMDP Policy Learning

15:30

Schäfer, A. and Udluft, S.: Solving Partially Observable Reinforcement Learning Problems with Recurrent Neural Networks

16.00

Coffee + Discussions