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Shirley-Chen 's Collections
Continual Learning - VLA
CoT Compression / Efficiency

Continual Learning - VLA

updated Nov 17, 2025
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  • VLA-Adapter: An Effective Paradigm for Tiny-Scale Vision-Language-Action Model

    Paper • 2509.09372 • Published Sep 11, 2025 • 243

  • VLA-R1: Enhancing Reasoning in Vision-Language-Action Models

    Paper • 2510.01623 • Published Oct 2, 2025 • 10

  • The Landscape of Agentic Reinforcement Learning for LLMs: A Survey

    Paper • 2509.02547 • Published Sep 2, 2025 • 228

  • WMPO: World Model-based Policy Optimization for Vision-Language-Action Models

    Paper • 2511.09515 • Published Nov 12, 2025 • 18

  • π_RL: Online RL Fine-tuning for Flow-based Vision-Language-Action Models

    Paper • 2510.25889 • Published Oct 29, 2025 • 65

  • WorldVLA: Towards Autoregressive Action World Model

    Paper • 2506.21539 • Published Jun 26, 2025 • 40
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