https://styleofwong.cn/en/tags/balatro/Recent content in Balatro on Wang Huijiu's Sitehttps://styleofwong.cn/apple-touch-icon.pnghttps://styleofwong.cn/apple-touch-icon.pngHugoen-USSun, 28 Jun 2026 19:30:00 +0800https://styleofwong.cn/en/posts/balatro-rl-design/Sun, 28 Jun 2026 19:30:00 +0800https://styleofwong.cn/en/posts/balatro-rl-design/If we want to achieve a 99% Ante 8 clear rate on Balatro White Stake, how should the RL algorithm be designed? This article presents a concrete technical blueprint from game-mechanics modeling, state/action spaces, reward shaping to algorithm selection, and explains why pure PPO won’t work and why a hybrid MCTS+RL architecture is necessary.