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» Reinforcement learning in a nutshell
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AAAI
2012
13 years 10 days 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
ICML
2003
IEEE
15 years 10 months ago
Model-based Policy Gradient Reinforcement Learning
Xin Wang, Thomas G. Dietterich
ICML
2000
IEEE
15 years 10 months ago
Algorithms for Inverse Reinforcement Learning
Andrew Y. Ng, Stuart J. Russell
ICML
1998
IEEE
15 years 10 months ago
Multi-criteria Reinforcement Learning
Csaba Szepesvári, Zoltán Gábo...