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td3

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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 Oct 5, 2020
Python

tianshou

thu-ml / tianshou

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Open

How to support multi-agent reinforcement learning

10

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
[ ]

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discussion good first issue

Open

RNN support

44

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 Sep 25, 2020
Python

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 Feb 26, 2020
Jupyter Notebook

Yonv1943 / ElegantRL

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Lightweight, stable, efficient PyTorch implement of reinforcement learning. I want to call this PyTorch implement as "3-Python-file-RL".

lightweight reinforcement-learning gae deep-reinforcement-learning efficient pytorch stable dqn ddpg sac ppo td3 soft-actor-critic model-free-rl drl-pytorch bipedalwalkerhardcore

Updated Oct 5, 2020
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 Oct 2, 2020
Python

machin

iffiX / machin

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

Updated Sep 2, 2020
Python

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 Sep 18, 2020
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

Rafael1s / Deep-Reinforcement-Learning-Algorithms

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25 projects in the framework of Deep Reinforcement Learning algorithms: 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 Sep 28, 2020
Jupyter Notebook

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

xlnwel / model-free-algorithms

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TD3, SAC, IQN, Rainbow, PPO, Ape-X, NoisyNets, PER, etc

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

Updated Jun 6, 2020
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 May 29, 2020
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 May 9, 2020
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 sac actor-critic maximum-a-posteriori-estimation mujoco jax td3 soft-actor-critic

Updated Sep 25, 2020
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 19, 2020
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 Oct 5, 2020
Python

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

JuliaReinforcementLearning / ReinforcementLearningZoo.jl

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Open

Implement Fully Parameterized Quantile Function for Distributional Reinforcement Learning.

findmyway commented Jun 23, 2020

ref: https://arxiv.org/abs/1911.02140

Based on the implementation of IQN, this is relatively easy to support.

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good first issue

Open

Implement TRPO/ACER

Open

Regret Policy Gradients

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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 Jul 12, 2020
Python

iminders / tbase

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This repo was moved to: https://github.com/tradingAI/tbase

reinforcement-learning pytorch trading-algorithms ddpg td3

Updated Sep 25, 2020
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 Dec 4, 2019
Python

RLOpensource / spinning_up_kr

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reinforcement-learning robotics ddpg sac trpo deep-deterministic-policy-gradient trust-region-policy-optimization proximal-policy-optimization ppo td3 soft-actor-critic ppo2 spinningup ou-noise

Updated Apr 2, 2019
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 Oct 4, 2020
Jupyter Notebook

joanby / drl2.0

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La combinación más inteligente de Deep Q-Learning, Políticas de Gradiente, Actor-Crítico y DDPG utilizando PyTorch

deep-learning deep-reinforcement-learning pytorch ddpg actor-critic ddpg-algorithm superdatascience-course ddpg-agent td3 pytorch-implementation ddpg-pytorch

Updated Jun 15, 2020
Jupyter Notebook

tradingAI / tbase

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Baselines of reinforcement learning trading agents for China stock market

docker reinforcement-learning stock ddpg a2c td3 tbase

Updated Apr 14, 2020
Python

user432 / DeepRL-in-PyTorch

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Minimal Implementation of Deep RL Algorithms in PyTorch

reinforcement-learning pytorch dqn ddpg sac ddqn dueling-dqn ppo acktr td3

Updated May 10, 2020
Python

QasimWani / RL-Unity

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Implementation of Deep Reinforcement Learning algorithms in the Unity game engine.

unity python3 pytorch ddpg drl prioritized-experience-replay td3 multi-agent-reinforcement-learning dqn-pytorch

Updated Aug 30, 2020
Jupyter Notebook

QasimWani / policy-value-methods

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Deep Reinforcement Learning algorithms for Policy Value methods written from scratch.

deep-neural-networks algorithms deep-reinforcement-learning openai-gym policy-gradient evolutionary-algorithms reinforce ddpg actor-critic proximal-policy-optimization a3c-lstm td3 augmented-random-search

Updated Aug 27, 2020
Python

kimmyungsup / tensorflow2.0-motion-planning

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Implementation of simple motion planning task and deep reinforcement learning with tensorflow 2.0

reinforcement-learning motion-planning path-planning td3 soft-actor-critic tensorflow2

Updated Jun 25, 2020
Python

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