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reinforcement learning

4352 papers

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Also known as

RL REINFORCE

Co-occurring keywords

large language model (13587) policy learning (702) markov decision process (790) policy optimization (657) policy gradient (520) deep reinforcement learning (903) multi-agent system (1819) imitation learning (744) regret bound (1926) language model (4599)

Papers

Summary Level Training of Sentence Rewriting for Abstractive Summarization EMNLP 2019
Generating Classical Chinese Poems from Vernacular Chinese EMNLP 2019
Countering the Effects of Lead Bias in News Summarization via Multi-Stage Training and Auxiliary Losses EMNLP 2019
Energy-Efficient Slithering Gait Exploration for a Snake-Like Robot Based on Reinforcement Learning IJCAI 2019
Finding Options that Minimize Planning Time ICML 2019
An Empirical Comparison on Imitation Learning and Reinforcement Learning for Paraphrase Generation EMNLP 2019
Verifiable and Interpretable Reinforcement Learning through Program Synthesis AAAI 2019
Reinforcement Learning under Threats AAAI 2019
Learning to Compose Dynamic Tree Structures for Visual Contexts CVPR 2019
Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation CVPR 2019
Bayesian Execution Skill Estimation AAAI 2019
Learning to Learn How to Learn: Self-Adaptive Visual Navigation Using Meta-Learning CVPR 2019
An Investigation of Model-Free Planning ICML 2019
Transfer Learning for Related Reinforcement Learning Tasks via Image-to-Image Translation ICML 2019
Dead-ends and Secure Exploration in Reinforcement Learning ICML 2019
Probability Functional Descent: A Unifying Perspective on GANs, Variational Inference, and Reinforcement Learning ICML 2019
Generative Adversarial User Model for Reinforcement Learning Based Recommendation System ICML 2019
Variance Reduction in Monte Carlo Counterfactual Regret Minimization (VR-MCCFR) for Extensive Form Games Using Baselines AAAI 2019
Model Learning for Look-Ahead Exploration in Continuous Control AAAI 2019
Diverse Exploration via Conjugate Policies for Policy Gradient Methods AAAI 2019
Hybrid Reinforcement Learning with Expert State Sequences AAAI 2019
Virtual-Taobao: Virtualizing Real-World Online Retail Environment for Reinforcement Learning AAAI 2019
Learning to Communicate and Solve Visual Blocks-World Tasks AAAI 2019
More Efficient Off-Policy Evaluation through Regularized Targeted Learning ICML 2019
HOList: An Environment for Machine Learning of Higher Order Logic Theorem Proving ICML 2019