Policy Learning
2,633 papers
Papers per year
6
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12
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24
16
26
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27
61
122
198
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291
346
433
377
62
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Papers
Variance Reduction Techniques for Gradient Estimates in Reinforcement Learning
JMLR 2004
Least-Squares Policy Iteration
JMLR 2003
Lyapunov Design for Safe Reinforcement Learning
JMLR 2002
On the Convergence of Optimistic Policy Iteration
JMLR 2002
Policy Search using Paired Comparisons
JMLR 2002
R-MAX - A General Polynomial Time Algorithm for Near-Optimal Reinforcement Learning
JMLR 2002
Using Confidence Bounds for Exploitation-Exploration Trade-offs
JMLR 2002
ε-MDPs: Learning in Varying Environments
JMLR 2002