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Reinforcement Learning Odyssey

Welcome

Welcome to my Reinforcement Learning Odyssey, this is my comprehensive repository dedicated to exploring and mastering reinforcement learning (RL) through various environments including

Environment

All the following programs was done in python version 3.8.

Examples

Here are some examples of the results

Frozen Lake

Frozen Lake w/ Q-Learning 4x4 Frozen Lake w/ Q-Learning 8x8

Cart Poole

Cart Poole w/ Q-Learning Training Reward

Multi Particle Environments (MPE) with MADDPG

Simple Tag with one Good, one Adversary Simple Tag with one Good, two Adversary, two Obstacle