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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

Ranking Sentences for Extractive Summarization with Reinforcement Learning NAACL 2018
Deep Communicating Agents for Abstractive Summarization NAACL 2018
Discourse-Aware Neural Rewards for Coherent Text Generation NAACL 2018
Neural Math Word Problem Solver with Reinforcement Learning COLING 2018
A Reinforcement Learning Framework for Natural Question Generation using Bi-discriminators COLING 2018
Distantly Supervised NER with Partial Annotation Learning and Reinforcement Learning COLING 2018
Source Critical Reinforcement Learning for Transferring Spoken Language Understanding to a New Language COLING 2018
Simplifying Reward Design through Divide-and-Conquer RSS 2018
Asymmetric Actor Critic for Image-Based Robot Learning RSS 2018
Energy-efficient Amortized Inference with Cascaded Deep Classifiers IJCAI 2018
Ensemble Sequence Level Training for Multimodal MT: OSU-Baidu WMT18 Multimodal Machine Translation System Report EMNLP 2018
Approximate Dynamic Oracle for Dependency Parsing with Reinforcement Learning EMNLP 2018
Macquarie University at BioASQ 6b: Deep learning and deep reinforcement learning for query-based summarisation EMNLP 2018
Hierarchical Text Generation and Planning for Strategic Dialogue ICML 2018
Continual Reinforcement Learning with Complex Synapses ICML 2018
Scalable Bilinear Pi Learning Using State and Action Features ICML 2018
Learning Sentence Representations over Tree Structures for Target-Dependent Classification NAACL 2018
Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems NAACL 2018
Bootstrapping a Neural Conversational Agent with Dialogue Self-Play, Crowdsourcing and On-Line Reinforcement Learning NAACL 2018
End-to-End Learning of Task-Oriented Dialogs NAACL 2018
Scalable Construction and Reasoning of Massive Knowledge Bases NAACL 2018
A Reinforced Topic-Aware Convolutional Sequence-to-Sequence Model for Abstractive Text Summarization IJCAI 2018
Robot Task Interruption by Learning to Switch Among Multiple Models IJCAI 2018
Reinforced Self-Attention Network: a Hybrid of Hard and Soft Attention for Sequence Modeling IJCAI 2018
Composable Action-Conditioned Predictors: Flexible Off-Policy Learning for Robot Navigation CORL 2018