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Research
I am interested in Trustworthy AI for multi-agent reinforcement learning (MARL). My research goal is to make reinforcement learning safe and robust, including practical adversarial attack for RL/MARL, adversarial defense and algorithmic robustness testing.
Now I am moving towards the research direction of Vision-Language-Action Models.
Now my research mainly includes:
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Adversarial attacks and defenses for MARL
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Adversarial attacks for LLM aided RL decision
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Vision-Language-Action Models
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