conftrace_

proximal policy optimization

123 papers

Explore in graph

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

Optimizing Vital Sign Monitoring in Resource-Constrained Maternal Care: An RL-Based Restless Bandit Approach AAAI 2025
InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model ACL 2025
RLHF Algorithms Ranked: An Extensive Evaluation Across Diverse Tasks, Rewards, and Hyperparameters EMNLP 2025
NL2Lean: Translating Natural Language into Lean 4 through Multi-Aspect Reinforcement Learning EMNLP 2025
Leveraging LLM-based sentiment analysis for portfolio optimization with proximal policy optimization ACL 2025
Reinforcement Learning for Large Language Models via Group Preference Reward Shaping EMNLP 2025
Med-VRAgent: A Framework for Medical Visual Reasoning-Enhanced Agents EMNLP 2025
StepSearch: Igniting LLMs Search Ability via Step-Wise Proximal Policy Optimization EMNLP 2025
TL-Training: A Task-Feature-Based Framework for Training Large Language Models in Tool Use EMNLP 2025
ClothPPO: A Proximal Policy Optimization Enhancing Framework for Robotic Cloth Manipulation with Observation-Aligned Action Spaces IJCAI 2024
Hybrid Alignment Training for Large Language Models ACL 2024
RePALM: Popular Quote Tweet Generation via Auto-Response Augmentation ACL 2024
A Grounded Preference Model for LLM Alignment ACL 2024
No Representation, No Trust: Connecting Representation, Collapse, and Trust Issues in PPO NIPS 2024
Controllable Citation Sentence Generation with Language Models ACL 2024
ESRL: Efficient Sampling-Based Reinforcement Learning for Sequence Generation AAAI 2024
Don’t Forget Your Reward Values: Language Model Alignment via Value-based Calibration EMNLP 2024
PopALM: Popularity-Aligned Language Models for Social Media Trendy Response Prediction COLING 2024
Is Crowdsourcing Breaking Your Bank? Cost-Effective Fine-Tuning of Pre-trained Language Models with Proximal Policy Optimization COLING 2024
P-TA: Using Proximal Policy Optimization to Enhance Tabular Data Augmentation via Large Language Models ACL 2024
EROS:Entity-Driven Controlled Policy Document Summarization COLING 2024
Sharing the Cost of Success: A Game for Evaluating and Learning Collaborative Multi-Agent Instruction Giving and Following Policies COLING 2024
MAPO: Advancing Multilingual Reasoning through Multilingual-Alignment-as-Preference Optimization ACL 2024
Learning Regularized Graphon Mean-Field Games with Unknown Graphons JMLR 2024
Finding a Needle in the Adversarial Haystack: A Targeted Paraphrasing Approach For Uncovering Edge Cases with Minimal Distribution Distortion EACL 2024