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tabular-q-learning

Here are 13 public repositories matching this topic...

linesd / tabular-methods

Tabular methods for reinforcement learning

Updated Jul 3, 2020
Python

jayeshk7 / RL-Algorithms

Python implementation of common RL algorithms using OpenAI gym environments

reinforcement-learning sarsa policy-iteration value-iteration bandits tabular-q-learning

Updated Aug 2, 2025
Python

lucadivit / Reinforcement_Learning_Maze_Solver

This github contains a simple OpenAi Gym Maze Enviroment and (at now) a RL Algorithm to solve it.

machine-learning reinforcement-learning maze openai-gym q-learning policy epsilon-greedy boltzmann-exploration sarsa maze-generator maze-solver openai-gym-environment tabular-q-learning sarsa-learning rl-algorithm sarsa-algorithm epsilon-decay maze-enviroment

Updated Apr 24, 2020
Python

projectaligned / mnk

A Deep Reinforcement Learning environment using generalized tic-tac-toe.

tic-tac-toe deep-reinforcement-learning minimax tabular-q-learning combinatorial-game-theory

Updated Dec 9, 2020
Python

ggarrofe / RL_Tabular_Methods

Revisiting tabular and deep reinforcement learning methods.

reinforcement-learning deep-reinforcement-learning tabular-q-learning dqn-pytorch tabular-methods

Updated Jul 16, 2022
Jupyter Notebook

aheritianad / kivy-tictactoe

tictactoe Game : Python-Kivy with Q-learning algorithm from Scratch

game reinforcement-learning kivy reinforcement-learning-algorithms reinforcement-learning-agent tabular-q-learning kivymd reinforcement-learning-environments

Updated Oct 10, 2022
Jupyter Notebook

ak811 / frozenlake-qlearning

FrozenLake Q-Learning

python reinforcement-learning q-learning gymnasium tabular-q-learning frozen-lake

Updated Dec 30, 2025
Python

NathanS-Git / Q-Learning

Different Q-learning approaches on the Cart Pole environment

q-learning dqn tabular-q-learning

Updated Jan 28, 2024
Python

kkhetarpal / rlalgorithms

hands on reinforcement learning

jupyter-notebook openai-gym reinforcement-learning-algorithms tabular-q-learning

Updated May 27, 2019
Jupyter Notebook

Fa-Abdullah / Q-Learning-Grid-World

Tabular Q-Learning implementation for navigating a 5×5 Grid World while avoiding obstacles and learning the optimal path.

python reinforcement-learning q-learning artificial-intelligence gridworld tabular-q-learning

Updated Jun 6, 2026
Jupyter Notebook

alfarabihe / A1.1_Tabular-Q-Learning-on-FrozenLake

Implementasi Q-learning tabular (tanpa neural network) pada environment FrozenLake-v1 dari gymnasium, sebagai studi fondasi sebelum mempelajari algoritma Deep Q-Network (DQN).

python reinforcement-learning q-learning dqn algorithmic-trading gymnasium bellman-equation deep-q-learning frozenlake tabular-q-learning multi-agent-reinforcement-learning temporal-difference marl markov-decision-process stock-market-simulation

Updated Aug 20, 2026
Jupyter Notebook

johng034 / RL-Maze

Two reinforcement learning algorithms (Standard SARSA Control and Tabular Dyna-Q) where an agent learns to traverse a randomly generated maze

python reinforcement-learning tabular-q-learning sarsa-algorithm

Updated Mar 16, 2021
Jupyter Notebook

JuanLara18 / minigrid-qlearning

Tabular Q-learning with subtask reward shaping for MiniGrid-BlockedUnlockPickup-v0. Course project for Aprendizaje por Refuerzo, Universidad de los Andes (2026-12). Includes an 8×7 walled maze as supplementary work.

python reinforcement-learning jupyter-notebook maze q-learning epsilon-greedy minigrid gridworld gymnasium uniandes tabular-q-learning reward-shaping markov-decision-process doorkey

Updated May 10, 2026
Jupyter Notebook

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