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» Reinforcement learning in a nutshell
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AAAI
2012
13 years 2 months ago
Kernel-Based Reinforcement Learning on Representative States
Markov decision processes (MDPs) are an established framework for solving sequential decision-making problems under uncertainty. In this work, we propose a new method for batchmod...
Branislav Kveton, Georgios Theocharous
93
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ICML
2000
IEEE
16 years 28 days ago
Learning to Fly: An Application of Hierarchical Reinforcement Learning
Malcolm R. K. Ryan, Mark D. Reid
ICML
2003
IEEE
16 years 28 days ago
Model-based Policy Gradient Reinforcement Learning
Xin Wang, Thomas G. Dietterich
ICML
2000
IEEE
16 years 28 days ago
Algorithms for Inverse Reinforcement Learning
Andrew Y. Ng, Stuart J. Russell
74
Voted
ICML
1998
IEEE
16 years 28 days ago
Multi-criteria Reinforcement Learning
Csaba Szepesvári, Zoltán Gábo...