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Artificial Intelligence: A Modern Approach

Notes

Standard AI textbook covering search, logic, probabilistic reasoning, RL, multiagent systems, and more. Canonical comprehensive AI text.

fuzzy-logic-search: Query Documents with Fuzzy Logic

A framework for querying structured JSON documents using fuzzy logic, producing degree-of-membership scores instead of binary relevance.

Compositional Prompting for LLM Reasoning: A Monte Carlo Tree Search Framework

Treating prompt engineering as a search problem over a structured action space, using MCTS to find effective prompt compositions.