advantage function

4 papers

• Asymmetric REINFORCE for off-Policy Reinforcement Learning: Balancing positive and negative rewards
• GPO: Learning from Critical Steps to Improve LLM Reasoning
• Retrospective In-Context Learning for Temporal Credit Assignment with Large Language Models
• Risk-aware Direct Preference Optimization under Nested Risk Measure