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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

Prediction Improves Simultaneous Neural Machine Translation EMNLP 2018
Decoupling Strategy and Generation in Negotiation Dialogues EMNLP 2018
Logician and Orator: Learning from the Duality between Language and Knowledge in Open Domain EMNLP 2018
Automatic Essay Scoring Incorporating Rating Schema via Reinforcement Learning EMNLP 2018
Improving Reinforcement Learning Based Image Captioning with Natural Language Prior EMNLP 2018
Adaptive Multi-pass Decoder for Neural Machine Translation EMNLP 2018
Model-Free Trajectory-based Policy Optimization with Monotonic Improvement JMLR 2018
Towards Sample Efficient Reinforcement Learning IJCAI 2018
Improving Reinforcement Learning with Human Input IJCAI 2018
Scalable Initial State Interdiction for Factored MDPs IJCAI 2018
Learning to Infer Final Plans in Human Team Planning IJCAI 2018
Reinforcing Coherence for Sequence to Sequence Model in Dialogue Generation IJCAI 2018
Scheduled Policy Optimization for Natural Language Communication with Intelligent Agents IJCAI 2018
A Weakly Supervised Method for Topic Segmentation and Labeling in Goal-oriented Dialogues via Reinforcement Learning IJCAI 2018
Learning to Design Games: Strategic Environments in Reinforcement Learning IJCAI 2018
Learning Environmental Calibration Actions for Policy Self-Evolution IJCAI 2018
Master-Slave Curriculum Design for Reinforcement Learning IJCAI 2018
Knowledge-Guided Agent-Tactic-Aware Learning for StarCraft Micromanagement IJCAI 2018
Multi-Level Policy and Reward Reinforcement Learning for Image Captioning IJCAI 2018
Model-free, Model-based, and General Intelligence IJCAI 2018
Ray: A Distributed Framework for Emerging AI Applications OSDI 2018
Watching a Small Portion could be as Good as Watching All: Towards Efficient Video Classification IJCAI 2018
Can Neural Machine Translation be Improved with User Feedback? NAACL 2018
Object Ordering with Bidirectional Matchings for Visual Reasoning NAACL 2018
Reinforced Co-Training NAACL 2018