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reinforcement learning

4122 papers

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Also known as

RLVR HARL GRPO RL PPO REINFORCE RFT DRL RL NULL LQR RLHF

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

Vision-Language Navigation With Self-Supervised Auxiliary Reasoning Tasks CVPR 2020
Refactoring Policy for Compositional Generalizability using Self-Supervised Object Proposals NIPS 2020
SME-Net: Sparse Motion Estimation for Parametric Video Prediction Through Reinforcement Learning ICCV 2019
Generalization of Reinforcement Learners with Working and Episodic Memory NIPS 2019
Deep Reinforcement Learning-based Text Anonymization against Private-Attribute Inference EMNLP 2019
Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue EMNLP 2019
Reinforced Product Metadata Selection for Helpfulness Assessment of Customer Reviews EMNLP 2019
Park: An Open Platform for Learning-Augmented Computer Systems NIPS 2019
Finite-Time Performance Bounds and Adaptive Learning Rate Selection for Two Time-Scale Reinforcement Learning NIPS 2019
Generalization in Reinforcement Learning with Selective Noise Injection and Information Bottleneck NIPS 2019
A Family of Robust Stochastic Operators for Reinforcement Learning NIPS 2019
Deep Reinforcement Learning for Syntactic Error Repair in Student Programs AAAI 2019
How to Combine Tree-Search Methods in Reinforcement Learning AAAI 2019
Determinantal Reinforcement Learning AAAI 2019
Self-Supervised Mixture-of-Experts by Uncertainty Estimation AAAI 2019
IPOMDP-Net: A Deep Neural Network for Partially Observable Multi-Agent Planning Using Interactive POMDPs AAAI 2019
Learning to Embed Sentences Using Attentive Recursive Trees AAAI 2019
Switch-Based Active Deep Dyna-Q: Efficient Adaptive Planning for Task-Completion Dialogue Policy Learning AAAI 2019
Measurement Maximizing Adaptive Sampling with Risk Bounding Functions AAAI 2019
Using Semantic Similarity as Reward for Reinforcement Learning in Sentence Generation ACL 2019
What Should I Ask? Using Conversationally Informative Rewards for Goal-oriented Visual Dialog. ACL 2019
Towards Comprehensive Description Generation from Factual Attribute-value Tables ACL 2019
Know More about Each Other: Evolving Dialogue Strategy via Compound Assessment ACL 2019
A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification ACL 2019
Rewarding Smatch: Transition-Based AMR Parsing with Reinforcement Learning ACL 2019