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reinforcement learning

4122 papers

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Also known as

RL REINFORCE

Co-occurring keywords

large language model (12755) policy learning (699) markov decision process (788) policy gradient (518) policy optimization (630) deep reinforcement learning (903) multi-agent system (1743) imitation learning (741) regret bound (1918) language model (4573)

Papers

Domain-Independent User Satisfaction Reward Estimation for Dialogue Policy Learning INTERSPEECH 2017
Interactive Learning of Grounded Verb Semantics towards Human-Robot Communication ACL 2017
Active Exploration for Learning Symbolic Representations NIPS 2017
Teaching Machines to Describe Images with Natural Language Feedback NIPS 2017
Q-LDA: Uncovering Latent Patterns in Text-based Sequential Decision Processes NIPS 2017
Emergence of Language with Multi-agent Games: Learning to Communicate with Sequences of Symbols NIPS 2017
Natural Value Approximators: Learning when to Trust Past Estimates NIPS 2017
Bridging the Gap Between Value and Policy Based Reinforcement Learning NIPS 2017
Learning Unknown Markov Decision Processes: A Thompson Sampling Approach NIPS 2017
ELF: An Extensive, Lightweight and Flexible Research Platform for Real-time Strategy Games NIPS 2017
Decoding with Value Networks for Neural Machine Translation NIPS 2017
A multi-agent reinforcement learning model of common-pool resource appropriation NIPS 2017
From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal Likelihood ACL 2017
Deep Reinforcement Learning-Based Image Captioning With Embedding Reward CVPR 2017
Deep 360 Pilot: Learning a Deep Agent for Piloting Through 360deg Sports Videos CVPR 2017
A Reinforcement Learning Approach to the View Planning Problem CVPR 2017
Self-Critical Sequence Training for Image Captioning CVPR 2017
Cold-Start Reinforcement Learning with Softmax Policy Gradient NIPS 2017
Zap Q-Learning NIPS 2017
Value Iteration Networks IJCAI 2017
On Thompson Sampling and Asymptotic Optimality IJCAI 2017
Learning Conversational Systems that Interleave Task and Non-Task Content IJCAI 2017
A Monte Carlo Tree Search approach to Active Malware Analysis IJCAI 2017
Tensor Based Knowledge Transfer Across Skill Categories for Robot Control IJCAI 2017
Sequence Prediction with Unlabeled Data by Reward Function Learning IJCAI 2017