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706 Results
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Workshop
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AdaptAgent: Adapting Multimodal Web Agents with Few-Shot Learning from Human Demonstrations Gaurav Verma · Rachneet Kaur · Nishan Srishankar · Zhen Zeng · Tucker Balch · Manuela Veloso |
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Workshop
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Empowering LLM Agents with Zero-Shot Optimal Decision-Making through Q-learning Jiajun Chai · Sicheng Li · Yuqian Fu · Dongbin Zhao · Yuanheng Zhu |
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Workshop
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Fine-tuning LLM Agents with Retrospective In-Context Online Learning Wen-Tse Chen · Jiayu Chen · Fahim Tajwar · Hao Zhu · Xintong Duan · Ruslan Salakhutdinov · Jeff Schneider |
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Workshop
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Sat 14:20 |
Fine-tuning LLM Agents with Retrospective In-Context Online Learning Wen-Tse Chen · Jiayu Chen · Fahim Tajwar · Hao Zhu · Xintong Duan · Ruslan Salakhutdinov · Jeff Schneider |
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Workshop
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Learning to Bridge the Gap: Efficient Novelty Recovery with Planning and Reinforcement Learning Alicia Li · Nishanth Kumar · Tomás Lozano-Pérez · Leslie Kaelbling |
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Poster
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Wed 16:30 |
Local Linearity: the Key for No-regret Reinforcement Learning in Continuous MDPs Davide Maran · Alberto Maria Metelli · Matteo Papini · Marcello Restelli |
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Workshop
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Integrating Visual and Linguistic Instructions for Context-Aware Navigation Agents Suhwan Choi · Yongjun Cho · Minchan Kim · Jaeyoon Jung · Myunchul Joe · Park Yu Been · Minseo Kim · Sungwoong Kim · Sungjae Lee · WHISEONG PARK · Jiwan Chung · Youngjae Yu |
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Workshop
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Integrating Visual and Linguistic Instructions for Context-Aware Navigation Agents Suhwan Choi · Yongjun Cho · Minchan Kim · Jaeyoon Jung · Myunchul Joe · Park Yu Been · Minseo Kim · Sungwoong Kim · Sungjae Lee · WHISEONG PARK · Jiwan Chung · Youngjae Yu |
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Poster
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Wed 11:00 |
Autoregressive Policy Optimization for Constrained Allocation Tasks David Winkel · Niklas Strauß · Maximilian Bernhard · Zongyue Li · Thomas Seidl · Matthias Schubert |
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Workshop
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Improving Decision-Making in Open-World Agents with Conformal Prediction and Monty Hall Harit Vishwakarma · Alan Mishler · Thomas Cook · Niccolo Dalmasso · Natraj Raman · Sumitra Ganesh |
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Workshop
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Multimodal Auto Validation For Self-Refinement in Web Agents Ruhana Azam · Tamer Abuelsaad · Aditya Vempaty · Ashish Jagmohan |
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Workshop
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CARD: Cross-modal Agent Framework for Generative and Editable Residential Design Pengyu Zeng · Maowei Jiang · Zihang Wang · Jizhizi Li · Jun Yin · Shuai Lu |