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← Reinforcement Learning
Reinforcement Learning ›

Methods

6,493 papers (10 classified directly here)

Subtopics

Deep RL (3,886) Policy Learning (2,076) Multi-Agent Systems (1,019) Offline RL (726) Meta-Learning (25) Model-Based RL (12)

Papers per year

2
31
34
727
530
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Papers (including subtopics)

Differentially Private Policy Evaluation ICML 2016
Data-Efficient Off-Policy Policy Evaluation for Reinforcement Learning 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
Analysis of Classification-based Policy Iteration Algorithms 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
Weak Convergence Properties of Constrained Emphatic Temporal-difference Learning with Constant and Slowly Diminishing Stepsize JMLR 2016
Approximate Newton Methods for Policy Search in Markov Decision Processes JMLR 2016
Combined Optimization and Reinforcement Learning for Manipulation Skills RSS 2016
Policy Gradient for Coherent Risk Measures NIPS 2015
Learning Continuous Control Policies by Stochastic Value Gradients NIPS 2015
Sample Complexity of Episodic Fixed-Horizon Reinforcement Learning NIPS 2015