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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

Proofread: Fixes All Errors with One Tap ACL 2024
Combining Supervised Learning and Reinforcement Learning for Multi-Label Classification Tasks with Partial Labels ACL 2024
ZSC-Eval: An Evaluation Toolkit and Benchmark for Multi-agent Zero-shot Coordination NIPS 2024
AGR: Reinforced Causal Agent-Guided Self-explaining Rationalization ACL 2024
Conversational Question Answering with Language Models Generated Reformulations over Knowledge Graph ACL 2024
Reward-based Input Construction for Cross-document Relation Extraction ACL 2024
JoTR: A Joint Transformer and Reinforcement Learning Framework for Dialogue Policy Learning COLING 2024
Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations ACL 2024
Pointwise-in-time diagnostics for reinforcement learning during training and runtime L4DC 2024
Cloud-LoRa: Enabling Cloud Radio Access LoRa Networks Using Reinforcement Learning Based Bandwidth-Adaptive Compression NSDI 2024
Learning to Select Views for Efficient Multi-View Understanding CVPR 2024
AlignSAM: Aligning Segment Anything Model to Open Context via Reinforcement Learning CVPR 2024
Training Diffusion Models Towards Diverse Image Generation with Reinforcement Learning CVPR 2024
EgoGen: An Egocentric Synthetic Data Generator CVPR 2024
Finite-time complexity of incremental policy gradient methods for solving multi-task reinforcement learning L4DC 2024
Bridging the Preference Gap between Retrievers and LLMs ACL 2024
Everything of Thoughts: Defying the Law of Penrose Triangle for Thought Generation ACL 2024
EmpCRL: Controllable Empathetic Response Generation via In-Context Commonsense Reasoning and Reinforcement Learning COLING 2024
Continual Reinforcement Learning for Controlled Text Generation COLING 2024
Improving Language Model Reasoning with Self-motivated Learning COLING 2024
DDxGym: Online Transformer Policies in a Knowledge Graph Based Natural Language Environment COLING 2024
Mitigating Partial Observability in Sequential Decision Processes via the Lambda Discrepancy NIPS 2024
PopALM: Popularity-Aligned Language Models for Social Media Trendy Response Prediction COLING 2024
Aligning Large Language Models for Controllable Recommendations ACL 2024
Multi-Dimensional Optimization for Text Summarization via Reinforcement Learning ACL 2024