The A.I. Daily
Open-source Clash Royale simulator for RL
Developers rebuilt the Clash Royale battle engine as a headless C++17 simulator with 132 cards as of July 2026, running a full match in about 10 ms; a recurrent PPO agent with 1-ply lookahead improved win rate from 0.625 to 0.944.