Tag: Calibration-Aware Policy Optimization
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Role-Aware Policy Optimization Boosts Multimodal Reasoning
Discover how Structured Role-Aware Policy Optimization improves multimodal reasoning in vision-language models by refining token-level credit assignments.
Internalizing Outcome Supervision for Enhanced RL Reasoning
Discover a new reinforcement learning paradigm that internalizes outcome supervision into process supervision to boost AI reasoning and learning efficiency...
AGPO: Boosting AI Reasoning & Search Ads at JD
Discover AGPO, a new method enhancing AI reasoning and search ads relevance at JD, improving accuracy and data annotation with advanced reinforcement.
DGPO: Advanced Policy Optimization for Precise Credit Assignment
Discover how DGPO improves credit assignment in reinforcement learning, enhancing reasoning in AI and large language models with a novel critic-free approa...
ANO: Robust Policy Optimization for Deep Reinforcement Learning
Discover ANO, a novel robust policy optimization method enhancing stability and performance in deep reinforcement learning beyond PPO and SPO.