Repository for ChessAI , part of COC's ProjectX.
Multiple projects as I did as a part of the AI class
A AI bot that plays 2048 in unity
Implementation of Monte Carlo Tree Search along with two zero-sum games as it's use case
A game playing AI agent for Go using Minimax with Alpha Beta Pruning and Iterative deepening algorithms.
Programs to (a.) Predict optimal moves in the hypothetical game of “Betsy” using Minimax algorithm and Alpha-Beta pruning using suitable evaluation function which considers the structure and rules of the game. (b.) Estimating the geographical origin of a tweet using Naïve Bayes and training classifier on a sample set, labeled by their locations.
Agent will compare the usage of Neural Network with heuristic vs Deep-Q-Network (DQN) learning to increasingly improve itself on playing a Snake game.
CSCI561-Foundations of AI - Coding Assignment-2
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