Deep Reinforcement Learning for mobile robot navigation, a robot learns to navigate to a random goal point from random moves to adopting a strategy, in a simulated maze environment while avoiding dynamic obstacles.

Sample projects to learn reinforcement learning and deep reinforcement learning in practice.

In this Assignment, you will teach RL Agents to pickup packages on a grid-world. The environment you will be using is called the Four-Rooms domain

Tic-Tac-Toe Q-Learning is a beginner-friendly example of using reinforcement learning.

This project proposes a simulation-based reinforcement learning framework for safe medicine dosage optimization. A virtual patient environment is mathematically modeled to simulate infection progression, toxicity accumulation, and immunity dynamics.

"Multi-Environment RL Benchmark: Optimizing Q-Learning via Reward Shaping & Hyperparameter Tuning" / "다중 환경 강화학습 벤치마크: 보상 설계(Reward Shaping) 및 하이퍼파라미터 튜닝을 통한 Q-Learning 최적화"

A 1vs1 game using reinforcement learning

42 project that involves implementing Reinforcement Learning

Implementation of core reinforcement learning algorithms with PyTorch

Solving Flappy Bird with RL.

Implementations of Reinforcement Learning algorithms

MuJoCo-based reinforcement learning with Q-learning-driven curriculum for robust humanoid locomotion under perturbations.

An implementation of iterative prisoner dilemma with reinforcement learning via q_table (NOT DQN) in Python with around 30 strategies

This is a machine learning project developed at woodhack 2018 - demonstrating that machine learning can be done from scratch, even without a framework.

We use python software and NumPy library to implement the Q-learning method , train an Agent to solve a Reinforcement Learning Problem

Hunt the Wumpus implementation using Q-learning

Q learning algorithm example in python

A simple Q-Table implementation for Rust

My first try in machine learning with c#, using reinforcement learning with q-table

This is an introductory tutorial to tabular Q-learning in Norwegian.