Deep learning projects in ADL (2017 FALL) @ NTU. Implement in Tensorflow and Python. Work on Sequence Labeling, Video Caption, Game Playing, and Comics Generation.
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Mar 5, 2019 - Python
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game-playing-agent
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This repo consists of the projects that I completed as a part of the Udacity's Artificial Intelligence Nanodegree's curriculum.
udacity artificial-intelligence probabilistic-programming heuristic udacity-nanodegree hidden-markov-models planning-domain-definition-language game-playing-agent udacity-artificial-intelligence
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May 19, 2018 - Python
PyBrain Style Implementation of Gaussian Process SARSA Reinforcement Learning Agent. Originally discussed here
machine-learning reinforcement-learning artificial-intelligence bayesian-methods gaussian-processes game-playing-agent
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Jun 30, 2020 - Python
Implementation of Alpha Go Zero - Reinforcement Learning Project, COL870 @iit-delhi
reinforcement-learning deep-learning deep-reinforcement-learning gogame artificial-intelligence mcts resnet monte-carlo-tree-search alphago game-playing-agent alphago-zero self-play
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Dec 14, 2019 - Python
Mirror of Feike Boomstra's international draughts engine Horizon
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Nov 24, 2016 - Python
Legends of Code and Magic bot submitted to the IEEE CEC 2020's Strategy Card Game AI Competition
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Jul 15, 2020 - Python
Apply AI algorithms to implement an smart game playing agent that can play Isolation game.
game board-game tournament python3 artificial-intelligence alpha-beta minimax alpha-beta-pruning isolation game-playing-agent ai-isolation-game
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Mar 7, 2018 - Python
An Artificial Intelligence that beats human opponents in the game of Isolation in Python
caching ai python3 artificial-intelligence alpha-beta-pruning minimax-algorithm iterative-deepening-search game-playing-agent
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Aug 28, 2017 - Python
A bot playing the 2 player 'Chain Reaction' game
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Feb 2, 2019 - Python
Lab: Teaching Pac-Man to Search | Artificial Intelligence Nanodegree | Udacity
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Apr 24, 2017 - Python
A collection of projects solving problems using AI
ai bayesian-network timetable propositional-logic connect4 ai-agents vacuum-cleaner game-playing-agent
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Jan 4, 2018 - Python
Implementation of Alpha Go Zero - Reinforcement Learning Project, COL870 @iit-delhi
reinforcement-learning deep-learning deep-reinforcement-learning artificial-intelligence mcts policy-gradient monte-carlo-tree-search game-playing-agent alphago-zero self-play
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Nov 21, 2022 - Python
AI playing Chrome's TRex game.
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Jan 19, 2019 - Python
A 2D game playing Agent
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Nov 1, 2019 - Python
This is the second project for Artificial Intelligence Nanodegree @udacity . This is the game Isolation playing agent.
artificial-intelligence alpha-beta-pruning isolation aind heuristic-search-algorithms minmax-algorithm game-playing-agent
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Jul 22, 2017 - Python
A curated list of my Artificial Intelligence project.
bayesian-network artificial-intelligence bayesian-methods wumpus artificial-neural-networks bayesian bayes-classifier posterior-probability wumpus-game game-playing-agent informed-search uninformed-search
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Jun 1, 2021 - Python
An attempt to build an agent to solve a modifed version of the 8 puzzle problem
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May 13, 2023 - Python
This is the Pacman AI agent implemented as a search problem with DFS, UCS, BFS, A* with different heuristic functions. This project was a part of Artificial Intelligence Nanodegree @udacity.
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Jul 23, 2017 - Python
Course assignments of COL333 :- Artificial Intelligence course at IIT Delhi under Professor Rohan Paul
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Dec 1, 2024 - Python
A game-playing AI agent is developed for a Competitive Sudoku game using minimax algorithm with alpha-beta pruning and iterative deepening. It is further advanced using heuristics and Monte Carlo Tree Search algorithm.
sudoku-solver monte-carlo-tree-search iterative-deepening-search game-playing-agent minimax-alpha-beta-pruning
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Jan 15, 2022 - Python
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