Value-based subgoal discovery and path planning for reaching long-horizon goals

Learning to reach long-horizon goals in spatial traversal tasks is a significant challenge for autonomous agents. Recent subgoal graph-based planning methods address this challenge by decomposing a goal into a sequence of shorter-horizon subgoals. These methods, however, use arbitrary heuristics for...

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Main Authors: Pateria, Shubham, Subagdja, Budhitama, Tan, Ah-Hwee, Quek, Chai
其他作者: School of Computer Science and Engineering
格式: Article
語言:English
出版: 2023
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在線閱讀:https://hdl.handle.net/10356/170579
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機構: Nanyang Technological University
語言: English