conftrace_

reward shaping

134 papers

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RS

Co-occurring keywords · papers mentioning both

reinforcement learning (71) policy optimization (16) sparse reward (15) reward function (10) large language model (9) multi-agent reinforcement learning (8) deep reinforcement learning (8) intrinsic reward (7) policy learning (7) imitation learning (7)

Papers

Continuous-Time Reward Machines IJCAI 2025 Demystifying Long Chain-of-Thought Reasoning ICML 2025 Dense Dynamics-Aware Reward Synthesis: Integrating Prior Experience with Demonstrations L4DC 2025 Embedding Domain Knowledge for Large Language Models via Reinforcement Learning from Augmented Generation EMNLP 2025 Enhancing AMR Parsing with Group Relative Policy Optimization ACL 2025 GenFlowRL: Shaping Rewards with Generative Object-Centric Flow in Visual Reinforcement Learning ICCV 2025 GTA: Supervised-Guided Reinforcement Learning for Text Classification with Large Language Models EMNLP 2025 Highly Efficient Self-Adaptive Reward Shaping for Reinforcement Learning ICLR 2025 Mitigating Hallucinations in LM-Based TTS Models via Distribution Alignment Using GFlowNets EMNLP 2025 Optimising Factual Consistency in Summarisation via Preference Learning from Multiple Imperfect Metrics EMNLP 2025 ORSO: Accelerating Reward Design via Online Reward Selection and Policy Optimization ICLR 2025 Reinforcement Learning for Large Language Models via Group Preference Reward Shaping EMNLP 2025 Rewarding the Unlikely: Lifting GRPO Beyond Distribution Sharpening EMNLP 2025 SeqPO-SiMT: Sequential Policy Optimization for Simultaneous Machine Translation ACL 2025 Strategic Planning: A Top-Down Approach to Option Generation ICML 2025 UTILITY: Utilizing Explainable Reinforcement Learning to Improve Reinforcement Learning ICLR 2025 Vision-Based Generic Potential Function for Policy Alignment in Multi-Agent Reinforcement Learning AAAI 2025 “What are my options?": Explaining RL Agents with Diverse Near-Optimal Alternatives L4DC 2025 An Implicit Trust Region Approach to Behavior Regularized Offline Reinforcement Learning AAAI 2024 Autoregressive Multi-trait Essay Scoring via Reinforcement Learning with Scoring-aware Multiple Rewards EMNLP 2024 Contextual Bilevel Reinforcement Learning for Incentive Alignment NeurIPS 2024 Dense Reward for Free in Reinforcement Learning from Human Feedback ICML 2024 Do's and Don'ts: Learning Desirable Skills with Instruction Videos NeurIPS 2024 Enhancing Reinforcement Learning with Dense Rewards from Language Model Critic EMNLP 2024 Potential-Based Reward Shaping for Intrinsic Motivation (Student Abstract) AAAI 2024