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» Programmable Reinforcement Learning Agents
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91
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ATAL
2009
Springer
15 years 18 days ago
Abstraction and Generalization in Reinforcement Learning: A Summary and Framework
Marc J. V. Ponsen, Matthew E. Taylor, Karl Tuyls
127
Voted
ICAART
2011
INSTICC
14 years 6 months ago
Optimal Sample Selection for Batch-mode Reinforcement Learning
Emmanuel Rachelson, François Schnitzler, Lo...
121
Voted
KES
2004
Springer
15 years 8 months ago
Coordination in Multiagent Reinforcement Learning Systems
This paper presents a novel method for on-line coordination in multiagent reinforcement learning systems. In this method a reinforcement-learning agent learns to select its action ...
M. A. S. Kamal, Junichi Murata
148
Voted
ICMLA
2010
15 years 22 days ago
Multi-Agent Inverse Reinforcement Learning
Learning the reward function of an agent by observing its behavior is termed inverse reinforcement learning and has applications in learning from demonstration or apprenticeship l...
Sriraam Natarajan, Gautam Kunapuli, Kshitij Judah,...
129
Voted
ATAL
2004
Springer
15 years 8 months ago
Time-Extended Policies in Multi-Agent Reinforcement Learning
Many algorithms such as Q-learning successfully address reinforcement learning in single-agent multi-time-step problems. In addition there are methods that address reinforcement l...
Kagan Tumer, Adrian K. Agogino