Kevin Gmelin

Efficient RL via Disentangled Environment and Agent Representations

Agents that are aware of the separation between the environments and themselves can leverage this understanding to form effective representations of visual input. We propose an approach for learning such structured representations for RL algorithms, using visual knowledge of the agent, which is ofte…