Rlenv.directoryExplore and find reinforcement learning environments in a list of 150+ open source environments.
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Rl algosReinforcement Learning Algorithms
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Pytorch ReinforcePyTorch Implementation of REINFORCE for both discrete & continuous control
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Pytorch sac aePyTorch implementation of Soft Actor-Critic + Autoencoder(SAC+AE)
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Deep Rl KerasKeras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)
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omdJAX code for the paper "Control-Oriented Model-Based Reinforcement Learning with Implicit Differentiation"
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Super Mario NeatThis program evolves an AI using the NEAT algorithm to play Super Mario Bros.
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GoBiggerCome & try Decision-Intelligence version of "Agar"! Gobigger could also help you with multi-agent decision intelligence study.
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AtariAI research environment for the Atari 2600 games 🤖.
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Stable BaselinesMirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms
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GenrlA PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL
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Fruit-APIA Universal Deep Reinforcement Learning Framework
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Stable Baselines3PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
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safe-control-gymPyBullet CartPole and Quadrotor environments—with CasADi symbolic a priori dynamics—for learning-based control and RL
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RlsReinforcement Learning Algorithms Based on TensorFlow 2.x
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ReactgymWorkout-Tracking app built in ES6 using react, flux and ImmutableJS
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fenics-DRLRepository from the paper https://arxiv.org/abs/1908.04127, to train Deep Reinforcement Learning in Fluid Mechanics Setup.
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Paac.pytorchPytorch implementation of the PAAC algorithm presented in Efficient Parallel Methods for Deep Reinforcement Learning https://arxiv.org/abs/1705.04862
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Naf Tensorflow"Continuous Deep Q-Learning with Model-based Acceleration" in TensorFlow
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Rl BookSource codes for the book "Reinforcement Learning: Theory and Python Implementation"
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Pytorch A3cSimple A3C implementation with pytorch + multiprocessing
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A2cA Clearer and Simpler Synchronous Advantage Actor Critic (A2C) Implementation in TensorFlow
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Drqn TensorflowDeep recurrent Q Learning using Tensorflow, openai/gym and openai/retro
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Rl algorithmsStructural implementation of RL key algorithms
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pytorch-gymImplementation of the Deep Deterministic Policy Gradient(DDPG) in bullet Gym using pytorch
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WgerSelf hosted FLOSS fitness/workout, nutrition and weight tracker written with Django
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ecoleExtensible Combinatorial Optimization Learning Environments
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TorchrlPytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)
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DQNDeep-Q-Network reinforcement learning algorithm applied to a simple 2d-car-racing environment
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Lf2gymAn OpenAI-gym-like environment for Little Fighter 2
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gym-cryptotradingOpenAI Gym Environment API based Bitcoin trading environment
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Dmc2gymOpenAI Gym wrapper for the DeepMind Control Suite
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multi car racingAn OpenAI Gym environment for multi-agent car racing based on Gym's original car racing environment.
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Trading GymA Trading environment base on Gym
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Deterministic Gail PytorchPyTorch implementation of Deterministic Generative Adversarial Imitation Learning (GAIL) for Off Policy learning
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Ma GymA collection of multi agent environments based on OpenAI gym.
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DrlkitA High Level Python Deep Reinforcement Learning library. Great for beginners, prototyping and quickly comparing algorithms
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CommNet-BiCnetCommNet and BiCnet implementation in tensorflow
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Rl Baselines ZooA collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.
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Gym UnrealcvUnreal environments for reinforcement learning
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freqtrade-gymA customized gym environment for developing and comparing reinforcement learning algorithms in crypto trading.
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DeepdriveDeepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving
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Gym SokobanSokoban environment for OpenAI Gym
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Robotics Rl SrlS-RL Toolbox: Reinforcement Learning (RL) and State Representation Learning (SRL) for Robotics
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CartPoleRun OpenAI Gym on a Server
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Pytorch RlThis repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
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Pytorch sacPyTorch implementation of Soft Actor-Critic (SAC)
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AirgesturePlay games without touching keyboard
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reinforcement learning ppo rndDeep Reinforcement Learning by using Proximal Policy Optimization and Random Network Distillation in Tensorflow 2 and Pytorch with some explanation
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Rl Baselines3 ZooA collection of pre-trained RL agents using Stable Baselines3, training and hyperparameter optimization included.
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es pytorchHigh performance implementation of Deep neuroevolution in pytorch using mpi4py. Intended for use on HPC clusters
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flutterFlutter fitness/workout app for wger
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Pytorch-RL-CPPA Repository with C++ implementations of Reinforcement Learning Algorithms (Pytorch)
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Sumo RlA simple interface to instantiate Reinforcement Learning environments with SUMO for Traffic Signal Control. Compatible with Gym Env from OpenAI and MultiAgentEnv from RLlib.
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