RL-Glue In Practice
This page is dedicated to list the projects, papers, and classes that have used RL-Glue. Please contact us if you have an example of RL-Glue in practice that we can put on this page!
Events
- 2009 Reinforcement Learning Competition
- 2008 Reinforcement Learning Competition
- The First Annual Reinforcement Learning Competition
- Reinforcement Learning Workshop: Benchmarks and Bakeoffs
- Reinforcement Learning Workshop: Benchmarks and Bakeoffs II
- ICML Reinforcement Learning and Benchmarking Event
Papers
2009
Lihong Li, Michael L. Littman, and Christopher R. Mansley: Online exploration in least-squares policy iteration. To appear in AAMAS-09, Budapest, Hungary, May, 2009.
2008
John Asmuth, Michael L. Littman and Robert Zinkov: Potential-based Shaping in Model-based Reinforcement Learning. AAAI 2008.
W. Bradley Knox, Ian Fasel and Peter Stone: Design Principles for Creating Human-Shapable Agents. In AAAI Spring 2009 Symposium on Agents that Learn from Human Teachers, March 2009. AAAI Spring 2009 Symposium: Agents that Learn from Human Teachers
W. Bradley Knox and Peter Stone. TAMER: Training an Agent Manually via Evaluative Reinforcement. In IEEE 7th International Conference on Development and Learning, August 2008. ICDL-2008
2007
Csáji and Monostori: Value Function Based Reinforcement Learning in Changing Markovian Environments. Journal of Machine Learning Research 9 (2008) 1679-1709
Steffen Nissen: Large Scale Reinforcement Learning using Q-SARSA(λ) and Cascading Neural Networks. MSc Thesis Department of Computer Science University of Copenhagen Denmark. 2007.
Thomas J. Walsh, Ali Nouri, Lihong Li, and Michael L. Littman: Planning and learning in environments with delayed feedback. In the Journal of Autonomous Agents and Multi-Agent Systems, 18(1):83-105, 2009. A preliminary version appeared in ECML-07.
Thomas J. Walsh, Ali Nouri, Lihong Li, and Michael L. Littman: Planning and learning in environments with delayed feedback. In ECML-07, Warsaw, Poland, September, 2007. Also appears in LNCS 4701.
Projects
Classes
2009
University of Alberta CMPUT 609. Instructor: Richard S. Sutton