Model-Based Active Exploration

Pranav Shyam, Wojciech Jaskowski, Faustino Gomez

Abstract: Efficient exploration is an unsolved problem in Reinforcement Learning which is usually addressed by reactively rewarding the agent for fortuitously encountering novel situations. This paper introd...