/ai

Touching upon Search, Propositional Logic, RL, NLP

Primary LanguagePython

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.