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

SPPO: Sequence-Level PPO for Long-Horizon Reasoning Tasks ACL 2026
Turn-PPO: Turn-Level Advantage Estimation with PPO for Improved Multi-Turn RL in Agentic LLMs EACL 2026
Multi-Stage Reinforcement Learning for Robust Charging of Quantum Batteries (Student Abstract) AAAI 2026
CE-GPPO: Coordinating Entropy via Gradient-Preserving Clipping Policy Optimization in Reinforcement Learning ACL 2026
Align to Structure: Aligning Large Language Models with Structural Information AAAI 2026
RESTL: Reinforcement Learning Guided by Multi-Aspect Rewards for Signal Temporal Logic Transformation AAAI 2026
MS-PPO: Mean Standard Deviation Proximal Policy Optimization for Reliable Parking Space Search in Structured Environments AAAI 2026
V-Pruner: A Fast and Globally-informed Token Pruning Framework for Vision Transformer AAAI 2026
MASC: Metal-Aware Sampling and Correction via Reinforcement Learning for Accelerated MRI MIDL 2026
Constraints-Guided Diffusion Reasoner for Neuro-Symbolic Learning AAAI 2026
Learning Branching Policies for MILPs with Proximal Policy Optimization AAAI 2026
Fairness Aware Reinforcement Learning via Proximal Policy Optimization AAAI 2026
On-Policy Algorithms for Continual Reinforcement Learning (Student Abstract) AAAI 2025
Truncated Gaussian Policy for Debiased Continuous Control AAAI 2025
Autonomous Goal Detection and Cessation in Reinforcement Learning: A Case Study on Source Term Estimation AAAI 2025
Reinforcement Learning for Large Language Models via Group Preference Reward Shaping EMNLP 2025
UAlign: Leveraging Uncertainty Estimations for Factuality Alignment on Large Language Models ACL 2025
StepSearch: Igniting LLMs Search Ability via Step-Wise Proximal Policy Optimization EMNLP 2025
RLHF Algorithms Ranked: An Extensive Evaluation Across Diverse Tasks, Rewards, and Hyperparameters EMNLP 2025
Chatbot To Help Patients Understand Their Health EMNLP 2025
POI Recommendation via Multi-Objective Adversarial Imitation Learning AAAI 2025
TL-Training: A Task-Feature-Based Framework for Training Large Language Models in Tool Use 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
InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model ACL 2025