Title
VLM Q-Learning: Aligning Vision-Language Models for Interactive Decision-Making Jake Grigsby Yuke Zhu Michael S Ryoo Juan Carlos Niebles OffRL VLM 36 0 0 06 May 2025
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An Illusion of Progress? Assessing the Current State of Web Agents Tianci Xue Weijian Qi Tianneng Shi Chan Hee Song Boyu Gou D. Song Huan Sun Yu Su LLMAG ELM 92 4 1 02 Apr 2025
Neuroplasticity in Artificial Intelligence -- An Overview and Inspirations on Drop In & Out Learning Yupei Li M. Milling Björn Schuller AI4CE 102 0 0 27 Mar 2025
A Survey on the Optimization of Large Language Model-based Agents Shangheng Du Jiabao Zhao Jinxin Shi Zhentao Xie Xin Jiang Yanhong Bai Liang He LLMAG LM&Ro LM&MA 164 0 0 16 Mar 2025
Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks Lutfi Eren Erdogan Nicholas Lee Sehoon Kim Suhong Moon Hiroki Furuta Gopala Anumanchipalli K. K. Amir Gholami LLMAG LM&Ro AIFin 76 2 0 12 Mar 2025
OS-Kairos: Adaptive Interaction for MLLM-Powered GUI Agents Pengzhou Cheng Zheng Wu Zongru Wu Aston Zhang Zhuosheng Zhang Gongshen Liu LLMAG 53 0 0 26 Feb 2025
VEM: Environment-Free Exploration for Training GUI Agent with Value Environment Model Jiani Zheng Lu Wang Fangkai Yang C. Zhang Lingrui Mei Wenjie Yin Qingwei Lin Dongmei Zhang Saravan Rajmohan Qi Zhang OffRL 56 2 0 26 Feb 2025
VSC-RL: Advancing Autonomous Vision-Language Agents with Variational Subgoal-Conditioned Reinforcement Learning Qingyuan Wu Jianheng Liu Jianye Hao J. Wang Kun Shao OffRL 100 0 0 11 Feb 2025
InfiGUIAgent: A Multimodal Generalist GUI Agent with Native Reasoning and Reflection Y. Liu Pengxiang Li Zishu Wei C. Xie Xueyu Hu Xinchen Xu Shengyu Zhang Xiaotian Han Hongxia Yang Fei Wu LLMAG LRM 53 11 0 08 Jan 2025
Active Inference for Self-Organizing Multi-LLM Systems: A Bayesian Thermodynamic Approach to Adaptation Rithvik Prakki LLMAG AI4CE 148 0 0 10 Dec 2024
AutoGLM: Autonomous Foundation Agents for GUIs Xiao Liu Bo Qin Dongzhu Liang Guang Dong Hanyu Lai ... Yujia Wang Y. Xu Zehan Qi Yuxiao Dong Jie Tang LLMAG 59 11 0 28 Oct 2024