https://github.com/ashenoy95/ai
Touching upon Search, Propositional Logic, RL, NLP
https://github.com/ashenoy95/ai
adversarial-search ai dpll dpll-algorithm mdp python
Last synced: 2 months ago
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Touching upon Search, Propositional Logic, RL, NLP
- Host: GitHub
- URL: https://github.com/ashenoy95/ai
- Owner: ashenoy95
- Created: 2017-04-23T03:01:58.000Z (about 8 years ago)
- Default Branch: master
- Last Pushed: 2019-04-27T02:52:16.000Z (about 6 years ago)
- Last Synced: 2025-01-07T06:50:01.161Z (4 months ago)
- Topics: adversarial-search, ai, dpll, dpll-algorithm, mdp, python
- Language: Python
- Homepage:
- Size: 32.2 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# AI
* __a_star__ - An implementation of the A* search algorithm
* __connect4__ - A simple Connect 4 AI
* __dpll__ - A SAT solver for propositional logic
* __mdp__ - Computes an optimal Markov Decision Process policy using value iteration
* __pos_hmm__ - predicts the most likely Part of Speech (PoS) tag sequence for a sentence using HMM and conditional probabilities derived from the Brown corpus.