Best Practice Critic Optimization
Paper • 2608.23566 • Published • 13
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TeamHOI: Learning a Unified Policy for Cooperative Human-Object Interactions with Any Team Size
Rethinking the Trust Region in LLM Reinforcement Learning
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MMFormalizer: Multimodal Autoformalization in the Wild
Paper • 2601.03017 • Published • 106
MMDeepResearch-Bench: A Benchmark for Multimodal Deep Research Agents
Paper • 2601.12346 • Published • 52
OVD: On-policy Verbal Distillation
Paper • 2601.21968 • Published • 6
From Verifiable Dot to Reward Chain: Harnessing Verifiable Reference-based Rewards for Reinforcement Learning of Open-ended Generation
Paper • 2601.18533 • Published
GRPO-VPS: Enhancing Group Relative Policy Optimization with Verifiable Process Supervision for Effective Reasoning
Paper • 2604.20659 • Published • 1
What Makes Interaction Trajectories Effective for Training Terminal Agents?
Paper • 2606.03461 • Published • 3
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