Search Results - "Koushik, Girish A"

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    Natural Language Reinforcement Learning by Feng, Xidong, Wan, Ziyu, Fu, Haotian, Liu, Bo, Yang, Mengyue, Koushik, Girish A, Hu, Zhiyuan, Wen, Ying, Wang, Jun

    Published 21-11-2024
    “…Reinforcement Learning (RL) mathematically formulates decision-making with Markov Decision Process (MDP). With MDPs, researchers have achieved remarkable…”
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    Journal Article
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    Natural Language Reinforcement Learning by Feng, Xidong, Wan, Ziyu, Yang, Mengyue, Wang, Ziyan, Koushik, Girish A, Du, Yali, Wen, Ying, Wang, Jun

    Published 11-02-2024
    “…Reinforcement Learning (RL) has shown remarkable abilities in learning policies for decision-making tasks. However, RL is often hindered by issues such as low…”
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    Journal Article