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Reinforce Tactics

Strategy game made for RL

A 2D strategy game built for exploring reinforcement learning strategies. Testing various RL algorithms in competitive multi-agent scenarios with complex state spaces.
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Reinforce Tactics: A Technical Compendium and Analysis of Large Language Model Performance in Stochastic Strategy Environments
Explore a technical case study on 'Reinforce Tactics,' a new RL environment where traditional game theory outperforms the latest LLMs by a massive margin, exposing critical flaws in token-based reasoning.
January 1, 2026
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