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sac

Here are 73 public repositories matching this topic...

tianshou

thu-ml / tianshou

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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
[ ]

Read more

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

SLM-Lab

kengz / SLM-Lab

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Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".

benchmark reinforcement-learning deep-reinforcement-learning pytorch dqn policy-gradient a3c sac ppo a2c

Updated Aug 5, 2020
Python

MushroomRL / mushroom-rl

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Python library for Reinforcement Learning.

reinforcement-learning qlearning deep-learning deep-reinforcement-learning openai-gym pytorch dqn rl atari ddpg sac trpo mujoco pybullet

Updated Oct 1, 2020
Python

cpnota / autonomous-learning-library

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A PyTorch library for building deep reinforcement learning agents.

reinforcement-learning deep-reinforcement-learning dqn reinforcement-learning-algorithms ddpg sac deep-q-learning deep-deterministic-policy-gradient proximal-policy-optimization ppo advantage-actor-critic a2c soft-actor-critic dqn-pytorch

Updated Oct 1, 2020
Python

TianhongDai / reinforcement-learning-algorithms

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This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, SAC, A2C, PPO, TRPO. (More algorithms are still in progress)

algorithm deep-learning atari2600 flappy-bird deep-reinforcement-learning pytorch dqn ddpg sac actor-critic trpo dueling-dqn trust-region-policy-optimization proximal-policy-optimization ppo a2c soft-actor-critic

Updated Nov 15, 2019
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

MishaLaskin / curl

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CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning

deep-neural-networks reinforcement-learning deep-learning curl gpu deep-reinforcement-learning deep-learning-algorithms reinforcement-learning-algorithms deeplearning deep-q-network sac deep-q-learning reinforcement-agents deep-rl deeplearning-ai contrastive-loss off-policy contrastive-predictive-coding model-free-rl contrastive-learning

Updated Aug 25, 2020
Python

denisyarats / drq

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DrQ: Data regularized Q

python control reinforcement-learning deep-learning pixel deep-reinforcement-learning pytorch gym rl data-augmentation sac actor-critic mujoco model-free off-policy dm-control drq soft-actor-crit

Updated Sep 13, 2020
Jupyter Notebook

marload / DeepRL-TensorFlow2

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🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2

machine-learning reinforcement-learning deep-learning algorithms tensorflow deep-reinforcement-learning dqn a3c reinforce ddpg sac double-dqn trpo dueling-dqn ppo a2c rainbow-dqn tensorflow2

Updated May 4, 2020
Python

rad

MishaLaskin / rad

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RAD: Reinforcement Learning with Augmented Data

deep-neural-networks reinforcement-learning deep-learning deep-reinforcement-learning rad deep-learning-algorithms rl codebase deep-q-network sac deep-q-learning ppo deeplearning-ai model-free off-policy dm-control data- soft-actor-critic data-augmentations mujoc

Updated May 11, 2020
Jupyter Notebook

StepNeverStop / RLs

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Reinforcement Learning Algorithms Based on TensorFlow 2.x

parallel unity3d tf2 gym sac ml-agents hrl hiro training-agents reinforcement-learning-algorithm

Updated Sep 23, 2020
Python

araffin / learning-to-drive-in-5-minutes

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Implementation of reinforcement learning approach to make a car learn to drive smoothly in minutes

simulator reinforcement-learning unity openai gym vae self-driving-car rl sac srl donkey-car state-representation-learning stable-baselines soft-actor-critic

Updated Feb 23, 2020
Python

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

cyoon1729 / RLcycle

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A library for ready-made reinforcement learning agents and reusable components for neat prototyping

reinforcement-learning pytorch hydra dqn a3c ddpg sac quantile-regression a2c rainbow-dqn

Updated Aug 23, 2020
Python

denisyarats / pytorch_sac

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PyTorch implementation of Soft Actor-Critic (SAC)

reinforcement-learning deep-learning deep-reinforcement-learning pytorch gym sac continuous-control actor-critic mujoco dm-control soft-actor-critic d4pg

Updated Sep 19, 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

anita-hu / TF2-RL

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Reinforcement learning algorithms implemented for Tensorflow 2.0+ [DQN, DDPG, AE-DDPG, SAC, PPO, Primal-Dual DDPG]

reinforcement-learning openai-gym dqn tensorboard ddpg sac ppo tensorflow2 ae-ddpg

Updated Apr 23, 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

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

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

pokaxpoka / sunrise

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SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning

deep-neural-networks reinforcement-learning deep-learning deep-reinforcement-learning rainbow rl codebase deep-q-network sac deep-q-learning mujoco model-free off-policy dm-control soft-actor-critic

Updated Jul 12, 2020
Python

reinforcement-learning-kr / rl_bootcamp

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Repository for slides & codes of RL Korea Bootcamp

reinforcement-learning deep-reinforcement-learning pytorch dqn pg bootcamp ddpg sac a2c ml-agents

Updated Oct 28, 2019
C#

BY571 / Soft-Actor-Critic-and-Extensions

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PyTorch implementation of Soft-Actor-Critic and Prioritized Experience Replay (PER) + Emphasizing Recent Experience (ERE) + Munchausen RL and parallel Environments.

reinforcement-learning parallel-computing pytorch multi-environment reinforcement-learning-algorithms continuous sac prioritized-experience-replay actor-critic-algorithm soft-actor-critic emphasizing-recent-experience munchausen-reinforcement-learning munchausen

Updated Sep 15, 2020
Python

masato-ka / airc-rl-agent

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AI RC Car Agent that using deep reinforcement learning on Jetson Nano

deep-reinforcement-learning sac jetbot jetson-nano vae-model

Updated Sep 30, 2020
Jupyter Notebook

seisman / HinetPy

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A Python package to request and process seismic waveform data from Hi-net.

python seismology hinet win32 sac

Updated Aug 20, 2020
Python

seisman / SAC_Docs_zh

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SAC参考手册中文版

seismology manual software iris sac

Updated Sep 23, 2020
Shell

jpjones76 / SeisIO.jl

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Julia language support for geophysical time series data

time-series julia seed julia-language seismology geophysics asdf hinet iris seedlink ah sac fdsn suds segy fdsn-ws seismic-data fdsnws seisio

Updated Sep 15, 2020
Julia

BlueFisher / Advanced-Soft-Actor-Critic

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Soft Actor-Critic with advanced features

sac soft-actor-critic reinfocement-learning

Updated Oct 7, 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

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