Accelerating Monte-Carlo Tree Search on CPU-FPGA Heterogeneous Platform

Yuan Meng, Rajgopal Kannan, Viktor Prasanna

Monte Carlo Tree Search (MCTS) methods have achieved great success in many Artificial Intelligence (AI) benchmarks. The in-tree operations become a critical performance bottleneck…