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Poster
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Fri 11:00
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Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs
Liyi Chen · Panrong Tong · Zhongming Jin · Ying Sun · Jieping Ye · Hui Xiong
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Workshop
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Towards Autonomous Agents: Adaptive-planning, Reasoning, and Acting in Language Models
Abhishek Dutta · Yen-Che Hsiao
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Poster
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Wed 11:00
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PERIA: Perceive, Reason, Imagine, Act via Holistic Language and Vision Planning for Manipulation
Fei Ni · Jianye Hao · Shiguang Wu · Longxin Kou · Yifu Yuan · Zibin Dong · Jinyi Liu · MingZhi Li · Yuzheng Zhuang · YAN ZHENG
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Poster
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Wed 16:30
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WorkArena++: Towards Compositional Planning and Reasoning-based Common Knowledge Work Tasks
Léo Boisvert · Megh Thakkar · Maxime Gasse · Massimo Caccia · Thibault de Chezelles · Quentin Cappart · Nicolas Chapados · Alexandre Lacoste · Alexandre Drouin
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Poster
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Wed 11:00
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GameTraversalBenchmark: Evaluating Planning Abilities Of Large Language Models Through Traversing 2D Game Maps
Muhammad Umair Nasir · Steven James · Julian Togelius
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Poster
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Wed 11:00
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Multi-Agent Coordination via Multi-Level Communication
Gang Ding · Zeyuan Liu · Zhirui Fang · Kefan Su · Liwen Zhu · Zongqing Lu
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Poster
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Wed 11:00
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Bisimulation Metrics are Optimal Transport Distances, and Can be Computed Efficiently
Sergio Calo · Anders Jonsson · Gergely Neu · Ludovic Schwartz · Javier Segovia-Aguas
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Poster
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Fri 16:30
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Towards the Transferability of Rewards Recovered via Regularized Inverse Reinforcement Learning
Andreas Schlaginhaufen · Maryam Kamgarpour
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Poster
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Thu 11:00
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On the Curses of Future and History in Future-dependent Value Functions for Off-policy Evaluation
Yuheng Zhang · Nan Jiang
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Poster
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Thu 11:00
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Predicting Future Actions of Reinforcement Learning Agents
Stephen Chung · Scott Niekum · David Krueger
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Poster
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Wed 16:30
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Reinforcement Learning with Lookahead Information
Nadav Merlis
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Poster
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Wed 16:30
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SeeA*: Efficient Exploration-Enhanced A* Search by Selective Sampling
Dengwei Zhao · Shikui Tu · Lei Xu
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