Artificial Intelligence
Topics in Artificial Intelligence, with the public notes and resources people share on it.
Topics
Public notes
- What Is AI?by LearnViaNotes
- Uninformed Search: BFS, DFS & UCSby LearnViaNotes
- Simulated Annealing & Beam Searchby LearnViaNotes
- Resolution, Forward & Backward Chainingby LearnViaNotes
- Reinforcement Learningby LearnViaNotes
- Propositional Logicby LearnViaNotes
- Problem Formulation & State Spacesby LearnViaNotes
- Probability & Bayes' Ruleby LearnViaNotes
- The Modern AI Landscapeby LearnViaNotes
- Games & Minimaxby LearnViaNotes
- Utility & Markov Decision Processesby LearnViaNotes
- Markov Chains & Hidden Markov Modelsby LearnViaNotes
- Knowledge Representation & Expert Systemsby LearnViaNotes
- Depth-Limited, Iterative Deepening & Bidirectional Searchby LearnViaNotes
- Intelligent Agents & Environmentsby LearnViaNotes
- Informed Search: Greedy & A*by LearnViaNotes
- Hill Climbingby LearnViaNotes
- Designing Heuristicsby LearnViaNotes
- Genetic Algorithmsby LearnViaNotes
- Evaluation Functions, Expectimax & MCTSby LearnViaNotes
Resources
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