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54 Results
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Workshop
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Large Language Models Still Can't Plan (A Benchmark for LLMs on Planning and Reasoning about Change) Karthik Valmeekam · Alberto Olmo · Sarath Sreedharan · Subbarao Kambhampati |
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Planning With Large Language Models Via Corrective Re-Prompting Shreyas Sundara Raman · Vanya Cohen · Eric Rosen · Ifrah Idrees · David Paulius · Stefanie Tellex |
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Multi-step Planning for Automated Hyperparameter Optimization with OptFormer Lucio M Dery · Abram Friesen · Nando de Freitas · Marc'Aurelio Ranzato · Yutian Chen |
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Estimating Corporate Scope 1 Emissions Using Tree-Based Machine Learning Methods Elham Kheradmand · Maida Hadziosmanovic · Nazim Benguettat · H. Damon Matthews · Shannon M. Lloyd |
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A Contextual Bandit Approach for Learning to Plan in Environments with Probabilistic Goal Configurations Sohan Rudra · Saksham Goel · Anirban Santara · Claudio Gentile · Laurent Perron · Fei Xia · Vikas Sindhwani · Carolina Parada · Gaurav Aggarwal |
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Fast and Precise: Adjusting Planning Horizon with Adaptive Subgoal Search Michał Zawalski · Michał Tyrolski · Konrad Czechowski · Damian Stachura · Piotr Piękos · Tomasz Odrzygóźdź · Yuhuai Wu · Łukasz Kuciński · Piotr Miłoś |
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Mastering the Game of No-Press Diplomacy via Human-Regularized Reinforcement Learning and Planning Anton Bakhtin · David Wu · Adam Lerer · Jonathan Gray · Athul Jacob · Gabriele Farina · Alexander Miller · Noam Brown |
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Learning to Prioritize Planning Updates in Model-based Reinforcement Learning Brad Burega · John Martin · Michael Bowling |
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VI2N: A Network for Planning Under Uncertainty based on Value of Information Samantha Johnson · Michael Buice · Koosha Khalvati |
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Mind the Retrosynthesis Gap: Bridging the divide between Single-step and Multi-step Retrosynthesis Prediction Alan Kai Hassen · Paula Torren-Peraire · Samuel Genheden · Jonas Verhoeven · Mike Preuss · Igor Tetko |
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Safe Real-World Autonomous Driving by Learning to Predict and Plan with a Mixture of Experts Stefano Pini · Christian Perone · Aayush Ahuja · Ana Sofia Rufino Ferreira · Moritz Niendorf · Sergey Zagoruyko |
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CW-ERM: Improving Autonomous Driving Planning with Closed-loop Weighted Empirical Risk Minimization Eesha Kumar · Yiming Zhang · Stefano Pini · Simon Stent · Ana Sofia Rufino Ferreira · Sergey Zagoruyko · Christian Perone |