2025 Poster "autonomous agents" Papers

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AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents

Chris Rawles, Sarah Clinckemaillie, Yifan Chang et al.

ICLR 2025posterarXiv:2405.14573

CityWalker: Learning Embodied Urban Navigation from Web-Scale Videos

Xinhao Liu, Jintong Li, Yicheng Jiang et al.

CVPR 2025posterarXiv:2411.17820

Dissecting Adversarial Robustness of Multimodal LM Agents

Chen Wu, Rishi Shah, Jing Yu Koh et al.

ICLR 2025posterarXiv:2406.12814

ExACT: Teaching AI Agents to Explore with Reflective-MCTS and Exploratory Learning

Xiao Yu, Baolin Peng, Vineeth Vajipey et al.

ICLR 2025posterarXiv:2410.02052

Graphs Help Graphs: Multi-Agent Graph Socialized Learning

Jialu Li, Yu Wang, Pengfei Zhu et al.

NEURIPS 2025poster

Rational Decision-Making Agent with Learning Internal Utility Judgment

Yining Ye, Xin Cong, Shizuo Tian et al.

ICLR 2025poster

REAL: Benchmarking Autonomous Agents on Deterministic Simulations of Real Websites

Div Garg, Diego Caples, Andis Draguns et al.

NEURIPS 2025posterarXiv:2504.11543

Robust Function-Calling for On-Device Language Model via Function Masking

Qiqiang Lin, Muning Wen, Qiuying Peng et al.

ICLR 2025posterarXiv:2410.04587

UIPro: Unleashing Superior Interaction Capability For GUI Agents

Hongxin Li, Jingran Su, Jingfan CHEN et al.

ICCV 2025posterarXiv:2509.17328

Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation

Hyungjoo Chae, Namyoung Kim, Kai Ong et al.

ICLR 2025posterarXiv:2410.13232