Fast Exploration with Simplified Models and Approximately Optimistic Planning in Model Based Reinforcement Learning

Ramtin Keramati, Jay Whang, Patrick Cho +1

Humans learn to play video games significantly faster than the state-of-the-art reinforcement learning (RL) algorithms. People seem to build simple models that are easy to learn to…