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ClashRoyaleAi: an open-source, deterministic Clash Royale simulator for RL, with recurrent PPO, lookahead search and expert iteration

Source: r/MachineLearning
September 27, 2026 · 4h ago
Visual for ClashRoyaleAi: an open-source, deterministic Clash Royale simulator for RL, with recurrent PPO, lookahead search and expert iteration

Summary

The opponent plans by simulation: every second it scores each candidate play by running the match 10 seconds ahead in the engine. Our PPO agent learned to park its Cannon behind its own King.

Why It Matters

Business developments in the AI ecosystem signal where investment and talent are flowing. Understanding these dynamics helps engineers and founders make informed decisions about which technologies to bet on.

#agent #open-source

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