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2024
Top paper in Alpha Signal Newsletter)
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+ Chain of Thoughtlessness: An Analysis of CoT in Planning
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+ Kaya Stechly, Karthik Valmeekam, Subbarao Kambhampati
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+ NeurIPS 2024. (arXiv: https://arxiv.org/abs/2405.04776).
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+ (Coverage in Tech Talks)
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+ "Task Success" is not Enough: Investigating the Use of Video-Language Models as Behavior Critics for Catching Undesirable Agent Behaviors
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+ Lin Guan, Yifan Zhou, Denis Liu, Yantian Zha, Heni Ben Amor, Subbarao Kambhampati
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+ Conference on Language Modeling (COLM) 2024 (arxiv: https://arxiv.org/abs/2402.04210 )
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LLMs Can't Plan, But Can Help Planning in LLM-Modulo Frameworks
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Artificial Intelligence Journal. July 2024 (Accepted)
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- Chain of Thoughtlessness: An Analysis of CoT in Planning
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- Kaya Stechly, Karthik Valmeekam, Subbarao Kambhampati
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- NeurIPS 2024. (arXiv: https://arxiv.org/abs/2405.04776).
-
- (Coverage in Tech Talks)
-
-
-
-
- "Task Success" is not Enough: Investigating the Use of Video-Language Models as Behavior Critics for Catching Undesirable Agent Behaviors
-
- Lin Guan, Yifan Zhou, Denis Liu, Yantian Zha, Heni Ben Amor, Subbarao Kambhampati
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- Conference on Language Modeling (COLM) 2024 (arxiv: https://arxiv.org/abs/2402.04210 )
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LLM-Modulo Frameworks as Compound AI Architectures for Robust Planning