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Language-guided Skill Learning with Temporal Variational Inference
Haotian Fu, Pratyusha Sharma, Elias Stengel-Eskin, George Konidaris, Nicolas Le Roux, Marc-Alexandre Côté*, Xingdi Yuan*
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Model-based Reinforcement Learning for Parameterized Action Spaces
Renhao Zhang, Haotian Fu, Yilin Miao, George Konidaris
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Meta-learning Parameterized Skills
Haotian Fu, Shangqun Yu, Saket Tiwari, Michael Littman, George Konidaris
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Performance Bounds for Model and Policy Transfer in Hidden-parameter MDPs
Haotian Fu, Jiayu Yao, Omer Gottesman, Finale Doshi-Velez, George Konidaris
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Model-based Lifelong Reinforcement Learning with Bayesian Exploration
Haotian Fu, Shangqun Yu, Michael Littman, George Konidaris
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Towards Effective Context for Meta Reinforcement Learning: an Approach based on Contrastive Learning
Haotian Fu, Hongyao Tang, Jianye Hao, Chen Chen, Xidong Feng, Dong Li, Wulong Liu
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Deep Multi Agent Reinforcement Learning with Discrete Continuous Hybrid Action Spaces
Haotian Fu, Hongyao Tang, Jianye Hao, Zihan Lei, Yingfeng Chen, Changjie Fan
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