conftrace_

Methods

8,258 papers (12 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Deep RL (4,525) Policy Learning (2,633) Multi-Agent Systems (1,251) Offline RL (1,025) Model-Based RL (291) Meta-Learning (80)

Papers per year

6

1

2

2

16

21

24

16

31

36

44

47

44

37

63

171

350

606

801

920

974

1,144

1,380

1,203

319

'5

'10

'15

'20

'25

Papers (including subtopics)

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