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Neural Path Planning: Fixed Time, Near-Optimal Path Generation via Oracle Imitation

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May 02 2019 François Chollet

Deep learning used for efficient path planning, outperforming A* in complex environments: https://arxiv.org/abs/1904.11102
4 replies, 714 likes


May 04 2019 Marco Lübbecke

Yeah, why would you use an algorithm from the 1950s that computes an optimal solution if you can throw a brand new deep neural net on it to produce a heuristic solution?
6 replies, 71 likes


May 03 2019 MIT CSAIL

New deep learning model for path planning outperforms A* in complex environments: http://arxiv.org/abs/1904.11102 (@UCSanDiego) https://t.co/IXpnitWtgr
1 replies, 33 likes


Apr 27 2019 arxiv

Neural Path Planning: Fixed Time, Near-Optimal Path Generation via Oracle Imitation. http://arxiv.org/abs/1904.11102 https://t.co/ArvtVLCLPQ
0 replies, 18 likes


May 03 2019 Colin D. Wren

This is quite relevant to those using least-cost path approaches for archaeology
0 replies, 5 likes


Apr 26 2019 Brundage Bot

Neural Path Planning: Fixed Time, Near-Optimal Path Generation via Oracle Imitation. Mayur J. Bency, Ahmed H. Qureshi, and Michael C. Yip http://arxiv.org/abs/1904.11102
1 replies, 1 likes


May 03 2019 AI Newsletter

Neural Path Planning: Fixed Time, Near-Optimal Path Generation via Oracle Imitation 🔗 https://arxiv.org/abs/1904.11102 #bigdata
0 replies, 1 likes


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