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10/28/2022
Goal Exploration Augmentation via Pre-trained Skills for Sparse-Reward Long-Horizon Goal-Conditioned Reinforcement Learning
Reinforcement learning (RL) often struggles to accomplish a sparse-rewar...
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10/18/2019
Multi-View Reinforcement Learning
This paper is concerned with multi-view reinforcement learning (MVRL), w...
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11/05/2018
Learning Shared Dynamics with Meta-World Models
Humans have consciousness as the ability to perceive events and objects:...
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10/10/2018
Learning Multi-agent Implicit Communication Through Actions: A Case Study in Contract Bridge, a Collaborative Imperfect-Information Game
In situations where explicit communication is limited, a human collabora...
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02/09/2018