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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
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Papers (including subtopics)

Differentially Private Policy Evaluation ICML 2016
Data-Efficient Off-Policy Policy Evaluation for Reinforcement Learning ICML 2016
Hierarchical Decision Making In Electricity Grid Management ICML 2016
Generalization and Exploration via Randomized Value Functions ICML 2016
Model-Free Imitation Learning with Policy Optimization ICML 2016
Control of Memory, Active Perception, and Action in Minecraft ICML 2016
Continuous Deep Q-Learning with Model-based Acceleration ICML 2016
Near Optimal Behavior via Approximate State Abstraction ICML 2016
Model-Free Trajectory Optimization for Reinforcement Learning ICML 2016
Interactive Spoken Content Retrieval by Deep Reinforcement Learning INTERSPEECH 2016
A Stochastic Model for Computer-Aided Human-Human Dialogue INTERSPEECH 2016
Learning the Variance of the Reward-To-Go JMLR 2016
Analysis of Classification-based Policy Iteration Algorithms JMLR 2016
End-to-End Training of Deep Visuomotor Policies JMLR 2016
Addressing Environment Non-Stationarity by Repeating Q-learning Updates JMLR 2016
Bayesian Policy Gradient and Actor-Critic Algorithms JMLR 2016
Practical Kernel-Based Reinforcement Learning JMLR 2016
An Emphatic Approach to the Problem of Off-policy Temporal-Difference Learning JMLR 2016
Lenient Learning in Independent-Learner Stochastic Cooperative Games JMLR 2016
Hierarchical Relative Entropy Policy Search JMLR 2016
Regularized Policy Iteration with Nonparametric Function Spaces JMLR 2016
True Online Temporal-Difference Learning JMLR 2016
Kernel Estimation and Model Combination in A Bandit Problem with Covariates JMLR 2016
Multi-Objective Markov Decision Processes for Data-Driven Decision Support JMLR 2016
Weak Convergence Properties of Constrained Emphatic Temporal-difference Learning with Constant and Slowly Diminishing Stepsize JMLR 2016