Book
Nov 2026
INTACT: Intent-Centered Self-Improvement for Vision-Language Navigation
Qin Li, Ming-He Gao, Zhiqi Ge et al.
· 0 citations
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Conference
Open access
Jul 2026
AgentGym2: Benchmarking Large Language Model Agents in De-Idealized Real-World Environments
AgentGym2 is presented, a new evaluation framework with task instances grounded in real-world end-to-end working demands that measures agents'ability to execute end-to-end procedures, discover tools via exploration, compose tools for unseen tasks, and remain robust to noisy and underspecified information.
Zhiheng Xi, Dingwen Yang, Jiaqi Liu et al.
· Annual Meeting of the Associ... · 1 citation