R-4B: Incentivizing General-Purpose Auto-Thinking Capability in MLLMs via Bi-Mode Annealing and Reinforce Learning
Paper
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2508.21113
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Published
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105
Papers
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Breaking the Exploration Bottleneck: Rubric-Scaffolded Reinforcement Learning for General LLM Reasoning
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EmbodiedOneVision: Interleaved Vision-Text-Action Pretraining for General Robot Control
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UItron: Foundational GUI Agent with Advanced Perception and Planning
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SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning
Paper • 2509.02479 • Published • 79