gridworld

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ArnaudFickinger /gym-multigrid

Star203

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

UpdatedSep 21, 2023
Python

epignatelli /navix

Star132

Accelerated minigrid environments with JAX

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

UpdatedAug 1, 2024
Python

podondra /gym-gridworlds

Star80

Gridworld environments for OpenAI gym.

reinforcement-learning openai-gym gridworld

UpdatedFeb 15, 2024
Python

damat-le /gym-simplegrid

Sponsor

Star54

Simple Grid Environment for Gymnasium

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

UpdatedFeb 16, 2025
Python

xinleipan /gym-gridworld

Star49

Simple grid-world environment compatible with OpenAI-gym

openai-gym gridworld

UpdatedMar 19, 2020
Python

JuliaReinforcementLearning /GridWorlds.jl

Sponsor

Star47

Help! I'm lost in the flatland!

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

UpdatedJun 25, 2023
Julia

babaktr /ml-in-tf

Star45

Get started with Machine Learning in TensorFlow with a selection of good reads and implemented examples!

machine-learning reinforcement-learning tensorflow deep-reinforcement-learning recurrent-neural-networks mnist dqn neural-networks convolutional-neural-networks atari deepmind gridworld

UpdatedNov 7, 2017
Python

jannikmi /extremitypathfinder

Sponsor

Star44

python package for fast shortest path computation on 2D polygon or grid maps

graph-algorithms robotics navigation pathfinding path path-planning polygon pathfinder visibility shortest-paths gridworld pathfinding-algorithm visibility-graph offline-path-planners multipolygon astar-pathfinding shortest-path shortest-pathfinding-algorithm shortest-path-algorithm visibility-graph-algorithm

UpdatedJan 13, 2025
Python

linesd /tabular-methods

Star36

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

UpdatedJul 3, 2020
Python

kevin-hanselman /grid-world-rl

Star28

Value iteration, policy iteration, and Q-Learning in a grid-world MDP.

reinforcement-learning qlearning gridworld markov-decision-processes

UpdatedDec 12, 2023
Python

jeappen /gym-grid

Star25

A simple Gridworld environment for Open AI gym

environment reinforcement-learning gym gridworld gridworld-environment

UpdatedJun 10, 2018
Python

jvmncs /safe-grid-agents

Star25

Training (hopefully) safe agents in gridworlds

reinforcement-learning gym gridworld safe-reinforcement-learning safe-agents

UpdatedMay 12, 2019
Python

agentmodels /webppl-agents

Star22

Webppl library for generating Gridworld MDPs. JS library for displaying Gridworld.

probabilistic-programming gridworld agents webppl

UpdatedApr 3, 2017
JavaScript

TheMTank /GridUniverse

Star22

Old and new Reinforcement Learning algorithms run on the GridUniverse ecosystem

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

UpdatedFeb 3, 2019
Python

asokraju /Adv-MARL

Star21

Adversarial attacks in consensus-based multi-agent reinforcement learning

reinforcement-learning gridworld multiagent-reinforcement-learning

UpdatedFeb 1, 2023
Python

adik993 /reinforcement-learning-sutton

Star15

reinforcement-learning q-learning sarsa gridworld multi-armed-bandits random-walk racecar bandit-algorithm sutton-book td-lambda dyna-q cliffwalking

UpdatedMar 4, 2020
Python

outlace /Gridworld

Star15

Simple implementation of text-based Gridworld game. Intended for use with reinforcement learning algorithms.

game machine-learning reinforcement-learning gridworld

UpdatedApr 29, 2018
Python

francidellungo /Minigrid_HCI-project

Star13

Train agents on MiniGrid from human demonstrations using Inverse Reinforcement Learning

reinforcement-learning pyqt5 gridworld human-computer-interaction inverse-reinforcement-learning gym-minigrid

UpdatedApr 15, 2020
Python

ivanbelenky /RL

Star12

R.L. methods and techniques.

reinforcement-learning qlearning q-learning markov sarsa gridworld markov-decision-processes tabular-methods

UpdatedNov 17, 2024
Python

mvcisback /gridworld-visualizer

Star11

Small library for visualizing gridworlds by generating svgs styled and animated by css.

gridworld

UpdatedOct 19, 2018
Python

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gridworld

Here are 78 public repositories matching this topic...

ArnaudFickinger /gym-multigrid

epignatelli /navix

podondra /gym-gridworlds

damat-le /gym-simplegrid

xinleipan /gym-gridworld

JuliaReinforcementLearning /GridWorlds.jl

babaktr /ml-in-tf

jannikmi /extremitypathfinder

linesd /tabular-methods

kevin-hanselman /grid-world-rl

jeappen /gym-grid

jvmncs /safe-grid-agents

agentmodels /webppl-agents

TheMTank /GridUniverse

asokraju /Adv-MARL

adik993 /reinforcement-learning-sutton

outlace /Gridworld

francidellungo /Minigrid_HCI-project

ivanbelenky /RL

mvcisback /gridworld-visualizer

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