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12 Results
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Expo Workshop
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Tue 12:00 |
AutoGluon 1.2: Advancing AutoML with Foundational Models and LLM Agents Nick Erickson · Abdul Fatir Ansari · Shuai Zhang · Boran Han |
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Workshop
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World Models for Web Agents Hyungjoo Chae · Namyoung Kim · Minju Gwak · Gwanwoo Song · Jihoon Kim · Kai Ong · Seonghwan Kim · Dongha Lee · Jinyoung Yeo |
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Workshop
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Policy optimization to align the validity, coherence and efficiency of reasoning agents in multi-turn dialogues Jeremy Curuksu |
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Workshop
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Agent-E: From Autonomous Web Navigation to Foundational Design Principles in Agentic Systems Tamer Abuelsaad · Deepak Akkil · Prasenjit Dey · Ashish Jagmohan · Aditya Vempaty · Ravi Kokku |
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Poster
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Thu 11:00 |
AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning Shirley Wu · Shiyu Zhao · Qian Huang · Kexin Huang · Michihiro Yasunaga · Kaidi Cao · Vassilis Ioannidis · Karthik Subbian · Jure Leskovec · James Zou |
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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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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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Infogent: An Agent-based Framework for Web Information Aggregation Revanth Gangi Reddy · Sagnik Mukherjee · Jeonghwan Kim · Zhenhailong Wang · Dilek Tur · Heng Ji |
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Workshop
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VideoWebArena: Evaluating Long Context Multimodal Agents with Video Understanding Web Tasks Lawrence Jang · Yinheng Li · Charles Ding · Justin Lin · Paul Pu Liang · Dan Zhao · Rogerio Bonatti · Kazuhito Koishida |
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Workshop
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Fine-Tuning Web Agents: It Works, But It's Trickier Than You Think Massimo Caccia · Megh Thakkar · Léo Boisvert · Thibault de Chezelles · Alexandre Piche · Nicolas Chapados · Alexandre Drouin · Maxime Gasse · Alexandre Lacoste |
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Workshop
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From Context to Action: Analysis of the Impact of State Representation and Context on the Generalization of Multi-Turn Web Navigation Agents Nalin Tiwary · Vardhan Dongre · Sanil Chawla · Ashwin Lamani · Dilek Tur |
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Poster
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Thu 11:00 |
Synatra: Turning Indirect Knowledge into Direct Demonstrations for Digital Agents at Scale Tianyue Ou · Frank F. Xu · Aman Madaan · Jiarui Liu · Robert Lo · Abishek Sridhar · Sudipta Sengupta · Dan Roth · Graham Neubig · Shuyan Zhou |