Simple and easily configurable grid world environments for reinforcement learning
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Feb 6, 2025 - Python
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gridworld-environment
Here are 48 public repositories matching this topic...
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
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Sep 21, 2023 - Python
Accelerated minigrid environments with JAX
environment reinforcement-learning deep-reinforcement-learning rl minigrid gridworld deep-rl gridworld-environment
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Aug 1, 2024 - Python
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
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Feb 16, 2025 - Python
Easy MDPs and grid worlds with accessible transition dynamics to do exact calculations
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Apr 1, 2022 - Python
Help! I'm lost in the flatland!
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Jun 25, 2023 - Julia
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
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Jul 3, 2020 - Python
MinRL provides clean, minimal implementations of fundamental reinforcement learning algorithms in a customizable GridWorld environment. The project focuses on educational clarity and implementation simplicity while maintaining production-quality code standards.
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Feb 11, 2025 - Python
OpenAI gym-based algorithm for the grid world problem
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Oct 20, 2020 - Python
A simple Gridworld environment for Open AI gym
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Jun 10, 2018 - Python
Old and new Reinforcement Learning algorithms run on the GridUniverse ecosystem
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Feb 3, 2019 - Python
path planning using Q learning algorithm
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Oct 12, 2023 - Python
Using value iteration to find the optimum policy in a grid world environment.
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Mar 16, 2020 - Python
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
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Oct 29, 2024 - Python
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
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Dec 6, 2018 - Python
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.
simulation-environment constraint-satisfaction-problem artificial-intelligence multi-agent gym simulation-framework rl multi-objective-optimization gridworld ai-safety multiobjective human-player gridworld-environment reinforcement-learning-environments marl sideeffects multiobjective-learning morl pettingzoo pluralism
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Feb 3, 2025 - Python
Simple Minimalistic Gridworld Environment for OpenAI Gym (Simple-MiniGrid)
reinforcement-learning gym-environments gridworld-environment open-ai-gym reinforcement-learning-environments
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Mar 16, 2022 - Python
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
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Aug 22, 2018 - Python
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
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Dec 4, 2017 - Python
Example Implementations of Reinforcement Learning Environments using Neodroid
agent learning fun world grid reinforcement-learning ml grid-world rl gridworld hacktoberfest gridworld-environment
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Dec 8, 2022 - C#
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