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Polgenix (United States)

United States

1 paper here4 citations across 1
fields
  • cs.LG1
ROR 039rc8x03OpenAlex

affiliations via OpenAlex

most citedSkillTree: Explainable Skill-Based Deep Reinforcement Learning for Long-Horizon Control Tasks

4 citations

researchers with a paper here
  • Hangyu Mao1 · h 2
  • Lei Yuan1 · h 16
  • Peng Liu1 · h 4
  • Rongchang Zuo1 · h 2
  • Siyuan Li1 · h 5
  • Yong Wen1 · h 1
collaborating institutions
  • Harbin Institute of TechnologyCN1 paper
  • Kuaishou (China)1 paper

1 paper

cs.LG2024★ 4 cited

SkillTree: Explainable Skill-Based Deep Reinforcement Learning for Long-Horizon Control Tasks

Yongyan Wen, Siyuan Li, Rongchang Zuo +3

Deep reinforcement learning (DRL) has achieved remarkable success in various research domains. However, its reliance on neural networks results in a lack of transparency, which lim…

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