custom-environment

Here are 14 public repositories matching this topic...

talhazaidi13 / Cascaded-Deep-Reinforcement-Learning-Based-Multi-Revolution-Low-Thrust-Spacecraft-Orbit-Transfer

We provide the code repository for our paper This repository includes the necessary code to replicate our experiments and utilize our DRL model for spacecraft trajectory planning. By accessing the repository, researchers and practitioners can benefit from our approach to efficiently transfer spacecraft to GEO using low-thrust propulsion systems.

reinforcement-learning nasa reinforcement-learning-algorithms drl-frameworks reinforcement-learning-environments soft-actor-critic python-matlab custom-environment cascaded-drl drl-spacecraft low-thrust-spacecraft-orbit-transfer drl-based-orbit-transfer

Updated Oct 5, 2023
Python

GNiendorf / snake

Star

OpenAI's PPO baseline applied to the classic game of Snake

game benchmark reinforcement-learning deep-reinforcement-learning openai-gym project openai snake gym-environment ppo openai-baselines gym-environments baselines openai-environment ppo2 openai-ppo-baseline custom-environment

Updated Mar 1, 2020
Python

Sajjad-Shahali / RL_hopper_agent

Star

Reinforcement learning for a custom MuJoCo Hopper with PPO, REINFORCE, and Actor-Critic, featuring domain randomization, curriculum learning, and entropy scheduling for robust locomotion under uncertain dynamics

python reinforcement-learning reinforce actor-critic mujoco ppo domain-randomization robust-rl custom-environment sim-to-real stable-baselines3 robot-locomotion hopper-environment policy-gradient-methods curriculum-domain-randomization

Updated Mar 29, 2026
Python

pintamonas4575 / RL-model-The-Simpsons

Star

Implementation of a Reinforcement Learning (RL) model to learn to scratch the less possible surface on the scratch game of the Badulaque of the app "The Simpsons Springfield".

machine-learning reinforcement-learning deep-learning q-learning pytorch deep-q-learning streamlit scratch-game custom-environment web-deployment reinforcement-learning-environment simpsons-app

Updated Jul 16, 2025
Python

HasancanCakicioglu / Custom-BlackJack-Environment-ReinforcementLearning

Star

This project involves creating a custom Blackjack environment and training an AI using reinforcement learning techniques, specifically Proximal Policy Optimization (PPO) and Deep Q-Network (DQN). The goal is to teach the AI to play Blackjack and achieve the best possible win rate.

reinforcement-learning ai blackjack dqn ppo custom-environment

Updated Jun 17, 2024
Python

melli0505 / Deep-RL

Star

Deep Reinforcement Learning with Custom Environment

tensorflow keras deep-reinforcement-learning dqn ddpg dueling-dqn gym-environment dueling-ddqn custom-environment

Updated Aug 17, 2023
Python

gargivaidya / parrot_drone_gym_env

Star

Repository for a custom OpenAI Gym compatible environment for the Parrot Drone ANAFI 4K.

sphinx openai-gym parrot parrot-ar-drone waypoint-following openai-gym-environments gym-environment reinforcement-learning-environments olympe custom-environment

Updated Feb 13, 2021
Python

mansoor-mamnoon / offline-rl-agent

Star

Offline RL benchmark project featuring a custom Gym environment, dual observation modes, reward shaping, and real-time PyGame rendering

docker reinforcement-learning inference pytorch neural-networks pruning cql quantization gymnasium model-compression custom-environment offline-rl observation-space td3-bc rl-benchmark

Updated Jul 4, 2025
Python

jeffasante / RL-PPO-SharpShooter

Star

Custom-built Proximal Policy Optimization (PPO) agent learns to master a 2D shooter game. Features from-scratch PPO implementation, Pygame-based environment, and OpenAI Gym integration. Showcases reinforcement learning in game AI, combining advanced algorithm development with practical game design.

python machine-learning reinforcement-learning ai deep-learning game-development artificial-intelligence 2d-shooter ppo custom-environment

Updated Aug 29, 2024
Python

Nish-19 / SB3-tutorial

Star

Tutorial for using Stable Baselines 3 for creating custom policies

reinforcement-learning custom-environment custom-policy stable-baselines3

Updated Dec 26, 2023
Python

ukoksoy / DDPGAgent-TargetSeeker

Star

The program uses the DDPG algorithm and tf_agents library to train an agent in a custom environment called "TargetSeeker"

reinforcement-learning deep-reinforcement-learning ddpg ddpg-agent target-searching tf-agents custom-environment

Updated Jun 5, 2023
Python

Vpriyareddy12 / Inventory-RL

Star

Inventory optimization using Deep Reinforcement Learning — DQN and PPO agents trained in a custom Gymnasium environment to minimize holding, stockout, and ordering costs under stochastic demand.