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gridworld-environment

Here are 46 public repositories matching this topic...

Minigrid

Farama-Foundation / Minigrid

Simple and easily configurable grid world environments for reinforcement learning

gym gridworld-environment

Updated Nov 17, 2024
Python

ArnaudFickinger / gym-multigrid

Lightweight multi-agent gridworld Gym environment

multi-agent gym multiplayer-game multiagent-systems gridworld multi-agent-systems multiagent-reinforcement-learning gym-environment gridworld-environment multi-agent-reinforcement-learning

Updated Sep 21, 2023
Python

epignatelli / navix

Accelerated minigrid environments with JAX

environment reinforcement-learning deep-reinforcement-learning rl minigrid gridworld deep-rl gridworld-environment

Updated Aug 1, 2024
Python

zafarali / emdp

Easy MDPs and grid worlds with accessible transition dynamics to do exact calculations

reinforcement-learning markov-decision-processes gridworld-environment

Updated Apr 1, 2022
Python

JuliaReinforcementLearning / GridWorlds.jl

Help! I'm lost in the flatland!

reinforcement-learning julia grid-world gridworld hacktoberfest gridworld-environment makie

Updated Jun 25, 2023
Julia

damat-le / gym-simplegrid

Simple Gridworld Gymnasium Environment

environment grid reinforcement-learning openai-gym openai gym rl gridworld gymnasium gym-environment gridworld-environment reinforcement-learning-environments grid-environment farama-foundation gymnasium-environment

Updated Jun 25, 2024
Python

linesd / tabular-methods

Tabular methods for reinforcement learning

algorithm reinforcement-learning q-learning reinforcement-learning-algorithms sarsa gridworld policy-evaluation policy-iteration value-iteration reinforcement-learning-agent tabular-q-learning gridworld-environment sarsa-learning q-learning-vs-sarsa cliffwalking gridworld-cliff tabular-environments sarsa-algorithm tabular-methods q-learning-algorithm

Updated Jul 3, 2020
Python

addy1997 / Gridworld

OpenAI gym-based algorithm for the grid world problem

openai-gym hacktoberfest gym-environment gridworld-environment

Updated Oct 20, 2020
Python

jeappen / gym-grid

A simple Gridworld environment for Open AI gym

environment reinforcement-learning gym gridworld gridworld-environment

Updated Jun 10, 2018
Python

TheMTank / GridUniverse

Old and new Reinforcement Learning algorithms run on the GridUniverse ecosystem

reinforcement-learning maze openai-gym pathfinding gridworld gridworld-environment

Updated Feb 3, 2019
Python

mbodenham / gridworld-value-iteration

Using value iteration to find the optimum policy in a grid world environment.

reinforcement-learning value-iteration gridworld-environment

Updated Mar 16, 2020
Python

zaid-24 / The-RL-Agent

path planning using Q learning algorithm

reinforcement-learning qlearning-algorithm gridworld-environment dyna-q sarsa-algorithm

Updated Oct 12, 2023
Python

abdalla1912mohamed / Deep_reinforcement_learning_Bachelor_project

Deep Reinforcement Learning navigation of autonomous vehicles. Implementation of deep-Q learning, dyna-Q learning, Q-learning agents including SSMR(Skid-steering_mobile robot) Kinematics in various OpenAi gym environments

python deep-neural-networks reinforcement-learning deep-learning navigation simulation mapping openai-gym pandas q autonomous-vehicles qlearning-algorithm pathplanning gridworld-environment dynaq deepq-learning

Updated Oct 29, 2024
Python

imraviagrawal / Reinforcement-Learning-Implementation

Implementation of Reinforcement Algorithms from scratch

reinforcement-learning q-learning cartpole mountain-car sarsa gridworld reinforce td-learning cross-entropy sarsa-lambda blackbox-optimization gridworld-environment actor-critic-algorithm cross-entropy-policy-search cartpole-environment reinforcement-algorithms q-learning-lambda

Updated Dec 6, 2018
Python

levitation-opensource / ai-safety-gridworlds

Extended, multi-agent and multi-objective (MaMoRL / MoMaRL) environments based on DeepMind's AI Safety Gridworlds. This is a suite of reinforcement learning environments illustrating various safety properties of intelligent agents. It is made compatible with OpenAI's Gym/Gymnasium and Farama Foundation PettingZoo.

Updated Nov 30, 2024
Python

rafelps / gym-simple-minigrid

Simple Minimalistic Gridworld Environment for OpenAI Gym (Simple-MiniGrid)

reinforcement-learning gym-environments gridworld-environment open-ai-gym reinforcement-learning-environments

Updated Mar 16, 2022
Python

LinghengMeng / 4_Room_World_Environment

This repository provides a simulation of 4-Room-World environment.

reinforcement-learning hierarchical-reinforcement-learning continuous-control openai-gym-environments gridworld-environment 4-room-grid-world

Updated Aug 22, 2018
Python

magnusja / irl-imitation

Implementations of model-based Inverse Reinforcement Learning (IRL) algorithms in python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL

machine-learning deep-learning tensorflow ml cnn maxent gridworld imitation-learning inverse-reinforcement-learning irl gridworld-environment

Updated Dec 4, 2017
Python

sintefneodroid / Examples

Example Implementations of Reinforcement Learning Environments using Neodroid

agent learning fun world grid reinforcement-learning ml grid-world rl gridworld hacktoberfest gridworld-environment

Updated Dec 8, 2022
C#

bmazoure / pixel_world

agent reinforcement-learning navigation maze openai-gym wall gridworld reward tabular reinforcement-learning-agent openai-gym-environment gridworld-environment reinforcement-learning-environments

Updated Aug 13, 2019
Python

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