Ecosyste.ms: Repos
An open API service providing repository metadata for many open source software ecosystems.
GitHub topics: gridworld-environment
epignatelli/navix
Accelerated minigrid environments with JAX
Language: Python - Size: 892 KB - Last synced: about 13 hours ago - Pushed: 1 day ago - Stars: 28 - Forks: 2
Farama-Foundation/Minigrid
Simple and easily configurable grid world environments for reinforcement learning
Language: Python - Size: 14.1 MB - Last synced: about 1 month ago - Pushed: about 2 months ago - Stars: 2,009 - Forks: 585
yasirbarlas/tabular-deep-reinforcement-learning
We investigate the (deep) Q-learning algorithm on different environments and measure the performance of our agents.
Language: Jupyter Notebook - Size: 3.21 MB - Last synced: 10 days ago - Pushed: 10 days ago - Stars: 1 - Forks: 0
KaranAnchan/MDP_Optimal_Grid_Sim
Explore the Gridworld Simulation ππ! An agent navigates a 5x5 grid to maximize rewards, using the Value Iteration algorithm π. Visualizations π show optimal paths and value convergence. Dive into dynamic programming and decision-making! π€π§
Language: Python - Size: 254 KB - Last synced: 15 days ago - Pushed: 15 days ago - Stars: 0 - Forks: 0
damat-le/gym-simplegrid
Simple Gridworld Gymnasium Environment
Language: Python - Size: 729 KB - Last synced: 15 days ago - Pushed: 16 days ago - Stars: 36 - Forks: 9
Daksh2060/gridworld-reinforcement-learning
This project implements Value Iteration and Q-Learning algorithms to solve a variety of gridworld mazes and puzzles. It provides pre-defined policies that can be customized by adjusting parameters and policy optimization through iterative reinforcement learning. It also brings exploration capabilities to the agent with Epsilon Greedy Q-Learning.
Language: Python - Size: 935 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0
ArnaudFickinger/gym-multigrid
Lightweight multi-agent gridworld Gym environment
Language: Python - Size: 430 KB - Last synced: about 2 months ago - Pushed: 9 months ago - Stars: 180 - Forks: 37
damat-le/mage
Multi-Agent Grid Environment (MAGE)
Language: Python - Size: 229 KB - Last synced: 12 days ago - Pushed: 10 months ago - Stars: 2 - Forks: 0
goodai-jose-solorzano/FlatWorld
A gridworld-like gym environment for Reinforcement Learning research.
Language: Python - Size: 223 KB - Last synced: 23 days ago - Pushed: 4 months ago - Stars: 2 - Forks: 0
levitation-opensource/ai-safety-gridworlds Fork of google-deepmind/ai-safety-gridworlds
Extended, multi-agent and multi-objective 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.
Language: Python - Size: 1.26 MB - Last synced: 5 months ago - Pushed: 6 months ago - Stars: 6 - Forks: 0
JuliaReinforcementLearning/GridWorlds.jl
Help! I'm lost in the flatland!
Language: Julia - Size: 34.7 MB - Last synced: 1 day ago - Pushed: 12 months ago - Stars: 45 - Forks: 9
zafarali/emdp
Easy MDPs and grid worlds with accessible transition dynamics to do exact calculations
Language: Python - Size: 82 KB - Last synced: about 2 months ago - Pushed: about 2 years ago - Stars: 47 - Forks: 14
fork123aniket/Deep-Recurrent-Q-Networks
Implementation of Deep Recurrent Q-Networks for Partially Observable environment setting in Tensorflow
Language: Python - Size: 400 KB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0
addy1997/Gridworld π¦
OpenAI gym-based algorithm for the grid world problem
Language: Python - Size: 332 KB - Last synced: 8 months ago - Pushed: over 3 years ago - Stars: 28 - Forks: 4
RPegoud/Temporal-Difference-learning
Implementation of Temporal Difference Learning algorithms, experiment featured in Towards Data Science
Language: Jupyter Notebook - Size: 24.2 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 1 - Forks: 0
zaid-24/The-RL-Agent
path planning using Q learning algorithm
Language: Python - Size: 34.2 KB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 7 - Forks: 1
rvdweerd/RL-experiments
Reinforcement Learning experiments, comparing performance of Q-learning and Double Q-learning algorithms.
Language: Python - Size: 476 KB - Last synced: 9 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 1
e-wallace/RL
SARSA and Q-Learning in Grid World
Language: Python - Size: 9.77 KB - Last synced: 9 months ago - Pushed: over 3 years ago - Stars: 1 - Forks: 1
evgenii-nikishin/det-frozen-lake
Code for turning the FrozenLake env into its deterministic version
Language: Python - Size: 3.91 KB - Last synced: 10 months ago - Pushed: over 5 years ago - Stars: 1 - Forks: 0
YAGI0423/direction_environment
γ1μ°¨μμΌλ‘ ꡬμ±λ Grid World νκ²½ ꡬνγμ λν λ΄μ©μ λ€λ£¨κ³ μμ΅λλ€.
Language: Jupyter Notebook - Size: 8.79 KB - Last synced: 5 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0
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
Language: Python - Size: 8.58 MB - Last synced: 9 months ago - Pushed: almost 2 years ago - Stars: 5 - Forks: 1
TheMTank/GridUniverse
Old and new Reinforcement Learning algorithms run on the GridUniverse ecosystem
Language: Python - Size: 15.4 MB - Last synced: 8 months ago - Pushed: over 5 years ago - Stars: 20 - Forks: 5
imraviagrawal/Reinforcement-Learning-Implementation
Implementation of Reinforcement Algorithms from scratch
Language: Python - Size: 23.1 MB - Last synced: 11 months ago - Pushed: over 5 years ago - Stars: 9 - Forks: 3
bmazoure/pixel_world
Language: Python - Size: 108 KB - Last synced: 12 months ago - Pushed: almost 5 years ago - Stars: 4 - Forks: 1
yrevar/navigation_vis
Python3 library for visualizing high dimensional data.
Language: Jupyter Notebook - Size: 23.2 MB - Last synced: 10 days ago - Pushed: about 2 years ago - Stars: 4 - Forks: 0
khaledabdrabo98/qlearning
In this project, we aim to implement value iteration and Q-learning. First, the agents are tested on a Gridworld, then apply them to a simulated robot controller (Crawler) and Pacman. (Source : Berkley's public projects and labs)
Language: Python - Size: 314 KB - Last synced: about 2 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0
MilowB/DonatelloPyzza
A simple and educational game where you can develop the behavior of a turtle to move in a maze.
Language: Python - Size: 2.84 MB - Last synced: 12 days ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0
jeappen/gym-grid π¦
A simple Gridworld environment for Open AI gym
Language: Python - Size: 79.1 KB - Last synced: over 1 year ago - Pushed: about 6 years ago - Stars: 23 - Forks: 12
danielakuinchtner/cp-mdp
A CANDECOMP-PARAFAC tensor decomposition method to solve a Markov Decision Process (MDP) gridworld problem.
Language: Python - Size: 463 KB - Last synced: over 1 year ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0
rafelps/gym-simple-minigrid Fork of Farama-Foundation/Minigrid
Simple Minimalistic Gridworld Environment for OpenAI Gym (Simple-MiniGrid)
Language: Python - Size: 108 MB - Last synced: 6 months ago - Pushed: about 2 years ago - Stars: 6 - Forks: 2
till2/GridworldEnv
An educational environment for learning RL.
Language: Python - Size: 1.96 MB - Last synced: over 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0
magnusja/irl-imitation Fork of yrlu/irl-imitation
Implementations of model-based Inverse Reinforcement Learning (IRL) algorithms in python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL
Language: Python - Size: 23.2 MB - Last synced: about 1 year ago - Pushed: over 6 years ago - Stars: 5 - Forks: 3
DamienAllonsius/RL_options
Language: Python - Size: 1.62 MB - Last synced: over 1 year ago - Pushed: about 5 years ago - Stars: 3 - Forks: 1
yrevar/navigation_mdp
Python3 library for specifying MDP tailored for navigation applications.
Language: Jupyter Notebook - Size: 1.6 MB - Last synced: 2 days ago - Pushed: 4 months ago - Stars: 0 - Forks: 0
zarahz/MARL-and-Markets
Compare the effect of a neutral market for RL Agents to trade shares or buy actions with/from others in different compositions.
Language: Jupyter Notebook - Size: 153 MB - Last synced: 5 months ago - Pushed: over 2 years ago - Stars: 2 - Forks: 1
sintefneodroid/Examples
Example Implementations of Reinforcement Learning Environments using Neodroid
Language: C# - Size: 275 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 5 - Forks: 3
AnsSUN/Reinf.-Learn.-gridworld-project
Creation of grid world environment through pygame package and optimizing the motion of agent through modified q-learning process. Video can be found here: https://www.youtube.com/watch?v=-nXH8k9gRLM
Language: Python - Size: 8.89 MB - Last synced: 11 months ago - Pushed: about 3 years ago - Stars: 0 - Forks: 1
gxywy/gridworld
Simple gridworld environment for tabular reinforcement learning experiment
Language: Python - Size: 82 KB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 2 - Forks: 2
Twinkletanna/Reinforcement_Learning
Implementation of RL algorithms in various environments
Language: Python - Size: 19.5 KB - Last synced: over 1 year ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0
SravanKumar35/Gridworld
It is a java code which gives optimal policy for grid world problem in Artificial Intelligence.
Language: Java - Size: 1.95 KB - Last synced: over 1 year ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0