Guangfu Hao

Efficient Reinforcement Learning Through Adaptively Pretrained Visual Encoder

While Reinforcement Learning (RL) agents can successfully learn to handle complex tasks, effectively generalizing acquired skills to unfamiliar settings remains a challenge. One of the reasons behind this is the visual encoder used are task-dependent, preventing effective feature extraction in diffe…