proximal policy optimization

UAlign: Leveraging Uncertainty Estimations for Factuality Alignment on Large Language Models ACL 2025 A Grounded Preference Model for LLM Alignment ACL 2024 Aligning Large Language Models via Fine-grained Supervision ACL 2024 A Method for Evaluating Hyperparameter Sensitivity in Reinforcement Learning NeurIPS 2024 Backpropagation Through Agents AAAI 2024 Back to Basics: Revisiting REINFORCE-Style Optimization for Learning from Human Feedback in LLMs ACL 2024 Cleanba: A Reproducible and Efficient Distributed Reinforcement Learning Platform ICLR 2024 ClothPPO: A Proximal Policy Optimization Enhancing Framework for Robotic Cloth Manipulation with Observation-Aligned Action Spaces IJCAI 2024 Colored Noise in PPO: Improved Exploration and Performance through Correlated Action Sampling AAAI 2024 Controllable Citation Sentence Generation with Language Models ACL 2024 Don’t Forget Your Reward Values: Language Model Alignment via Value-based Calibration EMNLP 2024 EROS:Entity-Driven Controlled Policy Document Summarization COLING 2024 ESRL: Efficient Sampling-Based Reinforcement Learning for Sequence Generation AAAI 2024 Excluding the Irrelevant: Focusing Reinforcement Learning through Continuous Action Masking NeurIPS 2024 Exploiting Semantic Reconstruction to Mitigate Hallucinations in Vision-Language Models ECCV 2024 Finding a Needle in the Adversarial Haystack: A Targeted Paraphrasing Approach For Uncovering Edge Cases with Minimal Distribution Distortion EACL 2024 Hybrid Alignment Training for Large Language Models ACL 2024 Improving Deep Reinforcement Learning by Reducing the Chain Effect of Value and Policy Churn NeurIPS 2024 In-Flight Attitude Control of a Quadruped using Deep Reinforcement Learning CoRL 2024 Is Crowdsourcing Breaking Your Bank? Cost-Effective Fine-Tuning of Pre-trained Language Models with Proximal Policy Optimization COLING 2024 Learning Regularized Graphon Mean-Field Games with Unknown Graphons JMLR 2024 MAPO: Advancing Multilingual Reasoning through Multilingual-Alignment-as-Preference Optimization ACL 2024 No Representation, No Trust: Connecting Representation, Collapse, and Trust Issues in PPO NeurIPS 2024 On Stationary Point Convergence of PPO-Clip ICLR 2024 PopALM: Popularity-Aligned Language Models for Social Media Trendy Response Prediction COLING 2024