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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

Exploring Diverse Expressions for Paraphrase Generation IJCNLP 2019
Better Rewards Yield Better Summaries: Learning to Summarise Without References IJCNLP 2019
Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning IJCNLP 2019
Collaborative Policy Learning for Open Knowledge Graph Reasoning IJCNLP 2019
Courteously Yours: Inducing courteous behavior in Customer Care responses using Reinforced Pointer Generator Network NAACL 2019
The Expected-Length Model of Options IJCAI 2019
Unsupervised Context Rewriting for Open Domain Conversation EMNLP 2019
Learning Linear-Quadratic Regulators Efficiently with only $\sqrtT$ Regret ICML 2019
Deep Counterfactual Regret Minimization ICML 2019
A Continuous Actor-Critic Reinforcement Learning Approach to Flocking with Fixed-Wing UAVs ACML 2019
Improving Generative Visual Dialog by Answering Diverse Questions EMNLP 2019
POLITEX: Regret Bounds for Policy Iteration using Expert Prediction ICML 2019
Self-Critical N-Step Training for Image Captioning CVPR 2019
Differentiated Distribution Recovery for Neural Text Generation AAAI 2019
Streamlined Dense Video Captioning CVPR 2019
Machine Translation for Machines: the Sentiment Classification Use Case EMNLP 2019
Learning the Extraction Order of Multiple Relational Facts in a Sentence with Reinforcement Learning EMNLP 2019
TibGM: A Transferable and Information-Based Graphical Model Approach for Reinforcement Learning ICML 2019
The Natural Language of Actions ICML 2019
Teaching Robots to Interact with Humans in a Smart Environment IJCAI 2019
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