Exact Reduction of Huge Action Spaces in General Reinforcement Learning

Sultan Javed Majeed, Marcus Hutter

The reinforcement learning (RL) framework formalizes the notion of learning with interactions. Many real-world problems have large state-spaces and/or action-spaces such as in Go,…