Automated Synthesis of Effective SMT Solving Strategies using Monte Carlo Tree Search

A novel Monte Carlo Tree Search (MCTS) based method, dubbed Z3alpha, that automatically synthesizes effective strategies for Satisfiability Modulo Theories (SMT) solvers, outperforming state-of-the-art approaches.