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Workshop
Solving PDDL Planning Problems with Pretrained Large Language Models
Tom Silver · Varun Hariprasad · Reece Shuttleworth · Nishanth Kumar · Tomás Lozano-Pérez · Leslie Kaelbling
Workshop
Efficient Planning in a Compact Latent Action Space
zhengyao Jiang · Tianjun Zhang · Michael Janner · Yueying (Lisa) Li · Tim Rocktäschel · Edward Grefenstette · Yuandong Tian
Workshop
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
Workshop
Planning Immediate Landmarks of Targets for Model-Free Skill Transfer across Agents
Minghuan Liu · Zhengbang Zhu · Menghui Zhu · Yuzheng Zhuang · Weinan Zhang · Jianye Hao
Poster
Tue 9:00 Myriad: a real-world testbed to bridge trajectory optimization and deep learning
Nikolaus Howe · Simon Dufort-Labbé · Nitarshan Rajkumar · Pierre-Luc Bacon
Workshop
Re-Evaluating Chemical Synthesis Planning Algorithms
Austin Tripp · Krzysztof Maziarz · Sarah Lewis · Guoqing Liu · Marwin Segler