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Reinforcement Learning

7,982 papers (84 classified directly here)

Subtopics

Methods (6,493) Applications (2,922)

Papers per year

9
43
48
875
672
'05
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Papers (including subtopics)

Geometric Variance Reduction in Markov Chains: Application to Value Function and Gradient Estimation JMLR 2006
Learning Recursive Control Programs from Problem Solving JMLR 2006
Policy Gradient in Continuous Time JMLR 2006
Evolutionary Function Approximation for Reinforcement Learning JMLR 2006
Collaborative Multiagent Reinforcement Learning by Payoff Propagation JMLR 2006
Haptic Playback: Modeling, Controller Design, and Stability Analysis RSS 2006
Improving Robot Navigation Through Self-Supervised Online Learning RSS 2006
Integrated Planning and Control for Convex-bodied Nonholonomic systems using Local Feedback Control Policies RSS 2006
Qualitative Hybrid Control of Dynamic Bipedal Walking RSS 2006
Gait Regulation and Feedback on a Robotic Climbing Hexapod RSS 2006
A Gravity Balancing Passive Exoskeleton for the Human Leg RSS 2006
Design Methodologies for Central Pattern Generators: An Application to Crawling Humanoids RSS 2006
Learning Operational Space Control RSS 2006
Tree-Based Batch Mode Reinforcement Learning JMLR 2005
Prioritization Methods for Accelerating MDP Solvers JMLR 2005
A Generalization Error for Q-Learning JMLR 2005
An MDP-Based Recommender System JMLR 2005
Efficient Exploration With Latent Structure RSS 2005
Effcient Motion Planning Based on Disassembly RSS 2005
Blind Swarms for Coverage in 2-D RSS 2005
Auction-Based Multi-Robot Routing RSS 2005
Data Structure for Efficient Processing in 3-D RSS 2005
A Geometric Approach to Multi-Criterion Reinforcement Learning JMLR 2004
Variance Reduction Techniques for Gradient Estimates in Reinforcement Learning JMLR 2004
Nash Q-Learning for General-Sum Stochastic Games JMLR 2003