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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
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Papers (including subtopics)

Fake It Till You Make It: Learning-Compatible Performance Support UAI 2019
Approximate Relative Value Learning for Average-reward Continuous State MDPs UAI 2019
Social Reinforcement Learning to Combat Fake News Spread UAI 2019
P3O: Policy-on Policy-off Policy Optimization UAI 2019
Learning Belief Representations for Imitation Learning in POMDPs UAI 2019
Off-Policy Policy Gradient with Stationary Distribution Correction UAI 2019
Co-training for Policy Learning UAI 2019
Hierarchical Reinforcement Learning for Zero-shot Generalization with Subtask Dependencies NIPS 2018
Regret Bounds for Robust Adaptive Control of the Linear Quadratic Regulator NIPS 2018
Total stochastic gradient algorithms and applications in reinforcement learning NIPS 2018
Dual Policy Iteration NIPS 2018
Learning to Share and Hide Intentions using Information Regularization NIPS 2018
Scalable Coordinated Exploration in Concurrent Reinforcement Learning NIPS 2018
Fighting Boredom in Recommender Systems with Linear Reinforcement Learning NIPS 2018
Maximum Causal Tsallis Entropy Imitation Learning NIPS 2018
Meta-Gradient Reinforcement Learning NIPS 2018
Bayesian Control of Large MDPs with Unknown Dynamics in Data-Poor Environments NIPS 2018
A Smoothed Analysis of the Greedy Algorithm for the Linear Contextual Bandit Problem NIPS 2018
Lifelong Inverse Reinforcement Learning NIPS 2018
Recurrent World Models Facilitate Policy Evolution NIPS 2018
Q-learning with Nearest Neighbors NIPS 2018
Constrained Cross-Entropy Method for Safe Reinforcement Learning NIPS 2018
Playing hard exploration games by watching YouTube NIPS 2018
Near Optimal Exploration-Exploitation in Non-Communicating Markov Decision Processes NIPS 2018
Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models NIPS 2018