Reinforcement Learning
9,982 papers (145 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Papers per year
6
2
2
9
27
30
36
20
43
49
59
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58
51
83
216
419
722
966
1,128
1,156
1,384
1,648
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362
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Papers (including subtopics)
Nash Q-Learning for General-Sum Stochastic Games
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