Ricochet Tanks RL
A free game AI game — play it in your browser, no install. A offline 2D tank-duel arena and a study of training an agent to play it with imitation + self-play. The goal is to reproduce the strategic mechanics of the ricochet-tank genre as an RL testbed
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Best with a keyboard. Controls: Arrow keys · WASD · Space · Mouse
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Open the live demo Source on GitHubFrom the README
直接在 GitHub 网页上点 play.html 只会显示源码、不会运行游戏。要在线玩,请在仓库 Settings → Pages 启用 GitHub Pages,然后访问:`
默认智能体(★ v1.5 随机出生专用)是一个 105 维状态、对手身份盲(永远看不到对手名字)的策略。另一个固定出生点的更强模型是 v3champ / 固定出生点冠军。index.html 是更完整的开发者页面(含全部训练课程与录制链接)。
注:该随机出生点评测采用 reduced opponent pool,明确排除了 laika-aggressive —— 它正是 v1.5 智能体 DAgger 克隆的来源专家(近似自我镜像),会引入与当前目标不同的镜像/互克问题,完整讨论见 docs/JOURNAL.md。
固定出生点冠军训练史 + reward 参数见 docs/TRAINING_HISTORY.md。
各阶段模型(裸BC → DAgger → 联赛PPO → 域随机联赛 → 冠军)与整个 laika 家族脚本同场竞技,座位均衡(每对双向各打同样局数,抵消蓝方先手优势),起始 1000 Elo,迭代至稳定。严格评估与排行榜见 docs/LADDER.md,用 bash _ladder_run.sh 60 12 即可复现(读取已提交的 ladder_weights.js)。
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