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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

Improving Reinforcement Learning with Confidence-Based Demonstrations IJCAI 2017
Learning to Translate in Real-time with Neural Machine Translation EACL 2017
Tackling Error Propagation through Reinforcement Learning: A Case of Greedy Dependency Parsing EACL 2017
Curriculum Learning in Reinforcement Learning IJCAI 2017
Reinforcement mechanism design IJCAI 2017
Reinforced Video Captioning with Entailment Rewards EMNLP 2017
Mapping Instructions and Visual Observations to Actions with Reinforcement Learning EMNLP 2017
Reinforcement Learning for Bandit Neural Machine Translation with Simulated Human Feedback EMNLP 2017
Input Convex Neural Networks ICML 2017
An Alternative Softmax Operator for Reinforcement Learning ICML 2017
Fake News Mitigation via Point Process Based Intervention ICML 2017
Sequence Tutor: Conservative Fine-Tuning of Sequence Generation Models with KL-control ICML 2017
Contextual Decision Processes with low Bellman rank are PAC-Learnable ICML 2017
Accelerating Stochastic Composition Optimization JMLR 2017
Learning to Diagnose: Assimilating Clinical Narratives using Deep Reinforcement Learning IJCNLP 2017
A Joint Speaker-Listener-Reinforcer Model for Referring Expressions CVPR 2017
Unifying Task Specification in Reinforcement Learning ICML 2017
Deeply AggreVaTeD: Differentiable Imitation Learning for Sequential Prediction ICML 2017
World of Bits: An Open-Domain Platform for Web-Based Agents ICML 2017
Curiosity-driven Exploration by Self-supervised Prediction ICML 2017
Count-Based Exploration with Neural Density Models ICML 2017
Why is Posterior Sampling Better than Optimism for Reinforcement Learning? ICML 2017
Latent Intention Dialogue Models ICML 2017
Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision ACL 2017
Interactive Learning from Policy-Dependent Human Feedback ICML 2017