Enhancing Text-based Reinforcement Learning Agents with Commonsense Knowledge.
作者： Kartik Talamadupula , Pavan Kapanipathi , Mrinmaya Sachan , Pushkar Shukla , Keerthiram Murugesan
DOI:
关键词: Commonsense knowledge 、 Reinforcement learning 、 Computer science 、 Human–computer interaction
摘要: … knowledge stored in knowledge graphs such as ConceptNet as a way to improve sample efficiency in text-based RL agents. To the best of our knowledge, … a graph encoding gt for Gt by …
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arxiv.org参考文章(33)
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