Evaluation Beyond Task Performance: Analyzing Concepts in AlphaZero in Hex

Charles Lovering, Jessica Zosa Forde, George Konidaris +2

AlphaZero, an approach to reinforcement learning that couples neural networks and Monte Carlo tree search (MCTS), has produced state-of-the-art strategies for traditional board gam…