conftrace_

proximal policy optimization

123 papers

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Also known as

PPO

Co-occurring keywords

reinforcement learning (4352) policy gradient (520) large language model (13587) policy optimization (657) deep reinforcement learning (903) language model (4599) reinforcement learning from human feedback (278) reward model (276) sample efficiency (472) multi-agent system (1819)

Papers

Hybrid Alignment Training for Large Language Models ACL 2024
Unpacking DPO and PPO: Disentangling Best Practices for Learning from Preference Feedback NIPS 2024
A Method for Evaluating Hyperparameter Sensitivity in Reinforcement Learning NIPS 2024
Finding a Needle in the Adversarial Haystack: A Targeted Paraphrasing Approach For Uncovering Edge Cases with Minimal Distribution Distortion EACL 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
Is Crowdsourcing Breaking Your Bank? Cost-Effective Fine-Tuning of Pre-trained Language Models with Proximal Policy Optimization COLING 2024
PopALM: Popularity-Aligned Language Models for Social Media Trendy Response Prediction COLING 2024
Sharing the Cost of Success: A Game for Evaluating and Learning Collaborative Multi-Agent Instruction Giving and Following Policies COLING 2024
ESRL: Efficient Sampling-Based Reinforcement Learning for Sequence Generation AAAI 2024
Improving Deep Reinforcement Learning by Reducing the Chain Effect of Value and Policy Churn NIPS 2024
Reinforcement Nash Equilibrium Solver IJCAI 2024
ClothPPO: A Proximal Policy Optimization Enhancing Framework for Robotic Cloth Manipulation with Observation-Aligned Action Spaces IJCAI 2024
SeRTS: Self-Rewarding Tree Search for Biomedical Retrieval-Augmented Generation EMNLP 2024
Reinforcement Learning from Answer Reranking Feedback for Retrieval-Augmented Answer Generation INTERSPEECH 2024
DialCoT Meets PPO: Decomposing and Exploring Reasoning Paths in Smaller Language Models EMNLP 2023
Practical Critic Gradient based Actor Critic for On-Policy Reinforcement Learning L4DC 2023
LapGym - An Open Source Framework for Reinforcement Learning in Robot-Assisted Laparoscopic Surgery JMLR 2023
Preserving Privacy Through Dememorization: An Unlearning Technique For Mitigating Memorization Risks In Language Models EMNLP 2023
trlX: A Framework for Large Scale Reinforcement Learning from Human Feedback EMNLP 2023
trlX: A Framework for Large Scale Open Source RLHF EMNLP 2023
Probabilistic Robustness for Data Filtering EACL 2023
Learning to Self-Reconfigure for Freeform Modular Robots via Altruism Proximal Policy Optimization IJCAI 2023
The Sufficiency of Off-Policyness and Soft Clipping: PPO Is Still Insufficient according to an Off-Policy Measure AAAI 2023
Augmented Proximal Policy Optimization for Safe Reinforcement Learning AAAI 2023