DecoEvo: Score-Decoupled Co-Evolution of Solver and Rubric-Generator Skills in Text Space
Paper • 2607.25675 • Published • 51
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DecoEvo: Score-Decoupled Co-Evolution of Solver and Rubric-Generator Skills in Text Space
Skill Self-Play: Pushing the Frontier of LLM Capability with Co-Evolving Skills
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chamber111
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chamber111
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chamber111
authored 4
papers 4 months ago
VideoSSR: Video Self-Supervised Reinforcement Learning
Paper • 2511.06281 • Published • 26
DiffThinker: Towards Generative Multimodal Reasoning with Diffusion Models
Paper • 2512.24165 • Published • 53
LatentMem: Customizing Latent Memory for Multi-Agent Systems
Paper • 2602.03036 • Published • 16
GEMS: Agent-Native Multimodal Generation with Memory and Skills
Paper • 2603.28088 • Published • 88
chamber111
authored 3
papers 10 months ago
Spotlight on Token Perception for Multimodal Reinforcement Learning
Paper • 2510.09285 • Published • 37
FrameThinker: Learning to Think with Long Videos via Multi-Turn Frame Spotlighting
Paper • 2509.24304 • Published • 5
Sampling-Efficient Test-Time Scaling: Self-Estimating the Best-of-N Sampling in Early Decoding
Paper • 2503.01422 • Published