Tabular Q-learning temporal difference agent with epsilon-greedy exploration and Bellman state-action updates.
genpark-q-learning-temporal-difference-agent-skill
Tabular Q-learning temporal difference agent with epsilon-greedy exploration and Bellman state-action updates.
Part of the GenPark AI Agent Skills Matrix. Production-ready, zero external dependencies, native Python 3.9+ standard library.
Features - Zero Third-Party Dependencies: Pure Python standard library (math, random). - Optimal Decision Making: Value iteration convergence, Q-learning TD updates, and UCT search. - Native MCP Protocol Support: Integrated JSON-RPC 2.0 stdio server ready for Claude Desktop, Cursor, and Windsurf.
Add to your claudedesktopconfig.json or cursor.json:
License MIT License. Copyright (c) 2026 AlphaPark Inc. & Alpha-Park.
From the project README.
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Tabular Q-learning temporal difference agent with epsilon-greedy exploration and Bellman state-action updates.
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