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.
Exercises in reinforcement learning
Reinforcement Learning Projects on Dynamic Programming, Monte Carlo and Deep Q-Networks (October, 2020).
Gymnasium environment for the game 2048
Implementation of Temporal Difference Learning algorithms, experiment featured in Towards Data Science
repo for learning reinforcement learning from scratch
This repo contains python implementation to the cliff walking problem from RL Introduction by Sutton & Barto Example 6.6.
Automating flappy bird using reinforcement learning.
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
Pacman AI contest for COSC-241
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.
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
solving a simple 4*4 Gridworld almost similar to openAI gym FrozenLake using Temporal difference method Reinforcement Learning
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