An AI plays Fib2584, a variation of the well-known game 2048, with temporal difference learning.
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Updated
Sep 8, 2021 - JavaScript
An AI plays Fib2584, a variation of the well-known game 2048, with temporal difference learning.
Reinforcement Learning Projects on Dynamic Programming, Monte Carlo and Deep Q-Networks (October, 2020).
Automating flappy bird using reinforcement learning.
Train a Tic-Tac-Toe and a Connect-4 player using the TD-lambda algorithm
This directory, contains the source code of the Adaptive PacMan i designed for my Master's degree dissertation. [Videoclip Inside]
tabular and deep rl algorithms
Play Tic-Tac-Toe against a reinforcement learning agent that just learned to play through temporal difference learning
Assignments for CS747 - Foundations of Intelligent and Learning Agents
This is my implementation of Q-Learning on a cart-pole system using OpenAI Gym
TD-Gammon implementation
This project explores robust pathfinding solutions using both tabular and deep reinforcement learning techniques in various grid world environments. The environments include deterministic and stochastic settings, each with unique reward structures and transition dynamics.
Virtual reality (VR) environment for studying human-agent decision making.
Theories and code related to Deep learning topics involved in Reinforcement learning
Learning from AI
Implementation of REINFORCE for open ai env acrobot, epsilon greedy Q-Learning for open ai env taxi & TD(0) for custom gameshow env KBC.
Implementation for OpenAI taxi-v2 (Using temporal-difference methods)
Exercise and assignments of Deep Reinforcement Learning Nanodegree Program offered by Udacity
Reinforcement Learning agent for 2048 game
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