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Xiyun Li

2 accepted papers

2025

Cradle: Empowering Foundation Agents towards General Computer Control

ICML 2025poster

Despite their success in specific scenarios, existing foundation agents still struggle to generalize across various virtual scenarios, mainly due to the dramatically different encapsulations of environments with manually designed observation and action spaces. To handle this issue, we propose the Ge…

2025

DAIL: Beyond Task Ambiguity for Language-Conditioned Reinforcement Learning

NeurIPS 2025poster

Comprehending natural language and following human instructions are critical capabilities for intelligent agents. However, the flexibility of linguistic instructions induces substantial ambiguity across language-conditioned tasks, severely degrading algorithmic performance. To address these limitat…

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