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Searched The ACM Guide to Computing Literature (3,801,317 records)|Limit your search to The ACM Full-Text Collection (771,014 records)

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Article
August 2022
Multi-agent Pathfinding with Communication Reinforcement Learning and Deadlock Detection
Intelligent Robotics and ApplicationsPages 493–504https://doi.org/10.1007/978-3-031-13844-7_47
Abstract
The learning-based approach has been proved to be an effective way to solve multi-agent path finding (MAPF) problems. For large warehouse systems, the distributed strategy based on learning method can effectively improve efficiency and ...
2
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research-article
June 2021
A survey on multi-agent deep reinforcement learning: from the perspective of challenges and applications
- Wei Du,
- Shifei Ding
Artificial Intelligence Review (ARTR), Volume 54, Issue 5Pages 3215–3238https://doi.org/10.1007/s10462-020-09938-y
Abstract
Deep reinforcement learning has proved to be a fruitful method in various tasks in the field of artificial intelligence during the last several years. Recent works have focused on deep reinforcement learning beyond single-agent scenarios, with ...
34
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