Research on LSTM-PPO Obstacle Avoidance Algorithm and Training Environment for Unmanned Surface Vehicles

Research article (Journal of Marine Science and Engineering, 2025) · cited 10× · AI/ML
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Research on LSTM-PPO Obstacle Avoidance Algorithm and Training Environment for Unmanned Surface Vehicles

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Research on LSTM-PPO Obstacle Avoidance Algorithm and Training Environment for Unmanned Surface Vehicles is a scholarly article[1].

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  • Research on LSTM-PPO Obstacle Avoidance Algorithm and Training Environment for Unmanned Surface Vehicles's instance of is recorded as scholarly article[2].

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APA 4ort.xyz Knowledge Graph. (2026). Research on LSTM-PPO Obstacle Avoidance Algorithm and Training Environment for Unmanned Surface Vehicles. Retrieved May 24, 2026, from https://4ort.xyz/entity/research-on-lstm-ppo-obstacle-avoidance-algorithm-and-training-environment-for-unmanned-surface-vehicles
MLA “Research on LSTM-PPO Obstacle Avoidance Algorithm and Training Environment for Unmanned Surface Vehicles.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/research-on-lstm-ppo-obstacle-avoidance-algorithm-and-training-environment-for-unmanned-surface-vehicles.
BibTeX @misc{4ortxyz_research-on-lstm-ppo-obstacle-avoidance-algorithm-and-training-environment-for-unmanned-surface-vehicles_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Research on LSTM-PPO Obstacle Avoidance Algorithm and Training Environment for Unmanned Surface Vehicles}}, year = {2026}, url = {https://4ort.xyz/entity/research-on-lstm-ppo-obstacle-avoidance-algorithm-and-training-environment-for-unmanned-surface-vehicles}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Research on LSTM-PPO Obstacle Avoidance Algorithm and Training Environment for Unmanned Surface Vehicles — https://4ort.xyz/entity/research-on-lstm-ppo-obstacle-avoidance-algorithm-and-training-environment-for-unmanned-surface-vehicles (retrieved 2026-05-24)

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