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Reinforcement Learning

2932 directly classified papers

Papers per year

Papers

Occam's razor is insufficient to infer the preferences of irrational agents NIPS 2018
Breaking the Curse of Horizon: Infinite-Horizon Off-Policy Estimation NIPS 2018
rho-POMDPs have Lipschitz-Continuous epsilon-Optimal Value Functions NIPS 2018
Joint Active Feature Acquisition and Classification with Variable-Size Set Encoding NIPS 2018
Distributed Multitask Reinforcement Learning with Quadratic Convergence NIPS 2018
Sentiment Adaptive End-to-End Dialog Systems ACL 2018
Multi-source synthetic treebank creation for improved cross-lingual dependency parsing EMNLP 2018
Joint Modeling for Query Expansion and Information Extraction with Reinforcement Learning EMNLP 2018
APRIL: Interactively Learning to Summarise by Combining Active Preference Learning and Reinforcement Learning EMNLP 2018
Simple random search of static linear policies is competitive for reinforcement learning NIPS 2018
Continuous-time Value Function Approximation in Reproducing Kernel Hilbert Spaces NIPS 2018
Deep Reinforcement Learning of Marked Temporal Point Processes NIPS 2018
Where Do You Think You're Going?: Inferring Beliefs about Dynamics from Behavior NIPS 2018
Policy Optimization via Importance Sampling NIPS 2018
Learning Loop Invariants for Program Verification NIPS 2018
Non-delusional Q-learning and value-iteration NIPS 2018
Inference Aided Reinforcement Learning for Incentive Mechanism Design in Crowdsourcing NIPS 2018
Approximate Dynamic Oracle for Dependency Parsing with Reinforcement Learning EMNLP 2018
Egocentric Activity Recognition on a Budget CVPR 2018
Reward Learning From Narrated Demonstrations CVPR 2018
Reinforcement Learning for Solving the Vehicle Routing Problem NIPS 2018
Automatic Poetry Generation with Mutual Reinforcement Learning EMNLP 2018
A Study of Reinforcement Learning for Neural Machine Translation EMNLP 2018
On Oracle-Efficient PAC RL with Rich Observations NIPS 2018
Reinforcement Learning of Theorem Proving NIPS 2018