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datawhalechina / easy-rl

强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github.io/easy-rl/

reinforcement-learning deep-reinforcement-learning q-learning dqn policy-gradient sarsa a3c ddpg imitation-learning double-dqn dueling-dqn ppo td3 easy-rl

Updated Jun 27, 2022
Python

thu-ml / tianshou

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Open

How to support multi-agent reinforcement learning

34

youkaichao commented Jul 9, 2020

I have marked all applicable categories:
- exception-raising bug
- RL algorithm bug
- documentation request (i.e. "X is missing from the documentation.")
- new feature request
I have visited the [source website], and in particular read the [known issues]
I have searched through the [issue tracker] and [issue categories] for duplicates
[ ]

ShangtongZhang / DeepRL

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Modularized Implementation of Deep RL Algorithms in PyTorch

deep-reinforcement-learning rainbow pytorch dqn ddpg double-dqn dueling-network-architecture quantile-regression option-critic-architecture deeprl categorical-dqn ppo a2c prioritized-experience-replay option-critic td3

Updated May 10, 2022
Python

sweetice / Deep-reinforcement-learning-with-pytorch

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PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

algorithm deep-learning deep-reinforcement-learning pytorch dqn policy-gradient sarsa resnet a3c reinforce sac alphago actor-critic trpo ppo a2c actor-critic-algorithm td3

Updated May 26, 2022
Python

AI4Finance-Foundation / ElegantRL

Sponsor

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Scalable and Elastic Deep Reinforcement Learning Using PyTorch. Please star. 🔥

lightweight reinforcement-learning gae efficient pytorch stable dqn ddpg sac per multiple-gpu ppo a2c td3 model-free-rl drl-pytorch bipedalwalkerhardcore

Updated Jul 6, 2022
Python

dongminlee94 / deep_rl

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PyTorch implementation of deep reinforcement learning algorithms

deep-reinforcement-learning pytorch dqn ddpg sac npg ddqn trpo ppo a2c td3 model-free-rl vpg sac-aea

Updated Nov 19, 2021
Python

Rafael1s / Deep-Reinforcement-Learning-Algorithms

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32 projects in the framework of Deep Reinforcement Learning algorithms: Q-learning, DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.

deep-reinforcement-learning dqn cartpole ddpg sac deep-rl-algorithms ppo a2c lunarlander td3 soft-actor-critic bipedalwalker carracing github-udacity dqn-ppo-ddpg hopperbulletenv antbulletenv halfcheetahbulletenv walker2dbulletenv

Updated Jun 17, 2021
Jupyter Notebook

zuoxingdong / lagom

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lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.

python machine-learning research reinforcement-learning deep-learning deep-reinforcement-learning pytorch artificial-intelligence policy-gradient ddpg sac cem cmaes evolution-strategies mujoco deep-deterministic-policy-gradient proximal-policy-optimization ppo td3 soft-actor-critic

Updated Aug 30, 2021
Jupyter Notebook

iffiX / machin

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Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...

python reinforcement-learning deep-learning pytorch distributed dqn ddpg sac ppo prioritized-experience-replay td3 pytorch-lightning pytorch-reinforcement-learning a3c-pytorch

Updated Aug 8, 2021
Python

RITCHIEHuang / DeepRL_Algorithms

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DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)

deep-reinforcement-learning dqn policy-gradient reinforcement-learning-algorithms reinforcement trpo mujoco pytorch-rl ppo td3 pytorch-implementation soft-actor-critic tensorflow2 policygradient

Updated Jun 22, 2022
Python

Arg0s1080 / mrz

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Machine Readable Zone generator and checker for official travel documents sizes 1, 2, 3, MRVA and MRVB (Passports, Visas, national id cards and other travel documents)

checker transliteration passport icao visas mrz id-card icao-codes travel-documents td1 td2 td3 mrva mrvb

Updated Feb 25, 2022
Python

sudharsan13296 / Deep-Reinforcement-Learning-With-Python

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Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math

reinforcement-learning deep-learning deep-reinforcement-learning openai-gym q-learning dqn policy-gradient a3c ddpg sac inverse-reinforcement-learning actor-critic bellman-equation double-dqn trpo c51 ppo a2c td3

Updated Apr 1, 2021
Jupyter Notebook

RchalYang / torchrl

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Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)

algorithm reinforcement-learning pytorch dqn gym ddpg sac trpo mujoco ppo td3 rl-algorithms policy-agent

Updated Apr 30, 2022
Python

AgentMaker / Paddle-RLBooks

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Paddle-RLBooks is a reinforcement learning code study guide based on pure PaddlePaddle.

reinforcement-learning q-learning dqn policy-gradient sarsa reinforce ddpg policy-iteration value-iteration sac actor-critic double-dqn paddlepaddle c51 dueling-dqn td3 noisy-dqn nstep-dqn policy-gradient-with-baseline

Updated Nov 13, 2021
Python

nikhilbarhate99 / TD3-PyTorch-BipedalWalker-v2

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Twin Delayed DDPG (TD3) PyTorch solution for Roboschool and Box2d environment

reinforcement-learning deep-reinforcement-learning openai-gym pytorch ddpg openai-gym-environments pytorch-implmention lunar-lander td3 bipedalwalker

Updated Jun 7, 2019
Python

twni2016 / pomdp-baselines

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Simple (but often Strong) Baselines for POMDPs in PyTorch - ICML 2022

reinforcement-learning deep-reinforcement-learning pytorch recurrent-neural-networks sac pomdp generalization credit-assignment baselines meta-rl robust-rl td3 recurrent-reinforcement-learning discrete-sac

Updated Jun 16, 2022
Python

cyoon1729 / Policy-Gradient-Methods

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Implementation of Algorithms from the Policy Gradient Family. Currently includes: A2C, A3C, DDPG, TD3, SAC

reinforcement-learning pytorch a3c ddpg pytorch-rl a2c td3 policy-gradients soft-actor-critic

Updated Jul 23, 2019
Jupyter Notebook

BerkeleyAutomation / rlqp

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Accelerating Quadratic Optimization with Reinforcement Learning

reinforcement-learning quadratic-programming td3 osqp admm-algorithm

Updated Oct 30, 2021

sunghoonhong / AirsimDRL

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Autonomous UAV Navigation without Collision using Visual Information in Airsim

reinforcement-learning uav drone autonomous-quadcoptor quadrotor ddpg airsim depth-images td3

Updated Jun 24, 2020
Python

xlnwel / model-free-algorithms

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TD3, SAC, IQN, Rainbow, PPO, Ape-X and etc. in TF1.x

reinforcement-learning rainbow ddpg sac ppo td3 model-free-rl

Updated Apr 5, 2021
Python

henry-prior / jax-rl

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JAX implementations of core Deep RL algorithms

reinforcement-learning deep-learning deep-reinforcement-learning flax deepmind mpo sac actor-critic maximum-a-posteriori-estimation mujoco jax td3 soft-actor-critic

Updated May 2, 2022
Python

JuliaReinforcementLearning / ReinforcementLearningZoo.jl

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machine-learning reinforcement-learning julia julia-language rainbow dqn hacktoberfest ddpg sac c51 cfr iqn ppo a2c td3 counterfactual-regret-minimization

Updated May 6, 2021
Julia

reiniscimurs / DRL-robot-navigation

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Deep Reinforcement Learning for mobile robot navigation in ROS Gazebo simulator. Using Twin Delayed Deep Deterministic Policy Gradient (TD3) neural network, a robot learns to navigate to a random goal point in a simulated environment while avoiding obstacles.

reinforcement-learning deep-learning deep-reinforcement-learning ros gazebo obstacle-avoidance robot-navigation obstacle-avoidance-robot td3

Updated Jun 26, 2022
Python

ZYunfeii / DRL_algorithm_library

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This is a reinforcement learning algorithm library. The code takes into account both performance and simplicity, with little dependence.

gae deep-reinforcement-learning ddpg sac drl td3 pytorch-implementation maddpg ppo2

Updated Jun 16, 2022
Python

chaovven / PyRL

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PyRL - Reinforcement Learning Framework in Pytorch (Policy Gradient, DQN, DDPG, TD3, PPO, SAC, etc.)

reinforcement-learning deep-reinforcement-learning pytorch dqn ddpg ppo td3 soft-actor-critic

Updated Jun 22, 2022
Python

kngwyu / Rainy

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☔ Deep RL agents with PyTorch☔

reinforcement-learning deep-reinforcement-learning pytorch dqn ddpg sac ppo a2c acktr option-critic td3

Updated Sep 25, 2021
Python

ZhengXinyue / Deep-rl-mxnet

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Mxnet implementation of Deep Reinforcement Learning papers, such as DQN, PG, DDPG, PPO

mxnet deep-reinforcement-learning dqn policy-gradient reinforcement-learning-algorithms ddpg a2c td3

Updated Jun 22, 2022
Python

LxzGordon / Deep-Reinforcement-Learning-with-pytorch

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Basic reinforcement learning algorithms. Including:DQN,Double DQN, Dueling DQN, SARSA, REINFORCE, baseline-REINFORCE, Actor-Critic,DDPG,DDPG for discrete action space, A2C, A3C, TD3, SAC, TRPO

algorithm reinforcement-learning pytorch dqn sarsa a3c ddpg sac actor-critic double-dqn trpo dueling-dqn a2c td3 policy-gradients

Updated Mar 1, 2021
Python

JohannesAck / MATD3implementation

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Code for the RL method MATD3 described in the paper "Reducing Overestimation Bias in Multi-Agent Domains Using Double Centralized Critics"

reinforcement-learning rl multiagent-reinforcement-learning td3 maddpg

Updated Nov 30, 2020
Python

deligentfool / policy_based_RL

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The implement of the policy gradient RL algorithm with pytorch

pytorch icm rnd a3c reinforce ddpg sac actor-critic acer trpo ppo a2c td3

Updated Dec 7, 2020
Python

td3

Here are 116 public repositories matching this topic...

datawhalechina / easy-rl

thu-ml / tianshou

How to support multi-agent reinforcement learning

ShangtongZhang / DeepRL

sweetice / Deep-reinforcement-learning-with-pytorch

AI4Finance-Foundation / ElegantRL

dongminlee94 / deep_rl

Rafael1s / Deep-Reinforcement-Learning-Algorithms

zuoxingdong / lagom

iffiX / machin

RITCHIEHuang / DeepRL_Algorithms

Arg0s1080 / mrz

sudharsan13296 / Deep-Reinforcement-Learning-With-Python

RchalYang / torchrl

AgentMaker / Paddle-RLBooks

nikhilbarhate99 / TD3-PyTorch-BipedalWalker-v2

twni2016 / pomdp-baselines

cyoon1729 / Policy-Gradient-Methods

BerkeleyAutomation / rlqp

sunghoonhong / AirsimDRL

xlnwel / model-free-algorithms

henry-prior / jax-rl

JuliaReinforcementLearning / ReinforcementLearningZoo.jl

reiniscimurs / DRL-robot-navigation

ZYunfeii / DRL_algorithm_library

chaovven / PyRL

kngwyu / Rainy

ZhengXinyue / Deep-rl-mxnet

LxzGordon / Deep-Reinforcement-Learning-with-pytorch

JohannesAck / MATD3implementation

deligentfool / policy_based_RL

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