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distributed-reinforcement-learning

Here are 14 public repositories matching this topic...

IntelLabs / coach

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

reinforcement-learning deep-learning mxnet tensorflow openai-gym rl starcraft imitation-learning hierarchical-reinforcement-learning coach mujoco starcraft2 onnx roboschool carla starcraft2-ai distributed-reinforcement-learning

Updated Dec 27, 2021
Python

opendilab / DI-engine

Open

r2d2 atari

8

hlsafin commented Jun 28, 2022

Hello there, I'm sort of a newbie here. I am trying to reproduce some of the atari games with R2D2, and I am unable to produce them. I've been blocked on this for quite some time and it would be a great help if anyone can help me here.
Thank you.

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good first issue reproducibility

Open

`platform_test` for m1 (arm64)

1

Open

Agent Demo List

amazon-archives / aws-robomaker-sample-application-deepracer

Use AWS RoboMaker and demonstrate running a simulation which trains a reinforcement learning (RL) model to drive a car around a track

machine-learning reinforcement-learning deep-learning simulation deep-reinforcement-learning ros rl distributed-reinforcement-learning deepracer aws-robomaker aws-deepracer

Updated Apr 2, 2020
Python

cyoon1729 / distributedRL

A framework for easy prototyping of distributed reinforcement learning algorithms

reinforcement-learning zeromq dqn ray distributed-reinforcement-learning ape-x

Updated Dec 8, 2020
Python

chris-chris / haiku-scalable-example

Scalable distributed reinforcement learning agents on kubernetes

kubernetes machine-learning reinforcement-learning scalable impala deepmind distributed-reinforcement-learning

Updated Feb 11, 2022
Python

chagmgang / distributed_reinforcement_learning

implementation of distributed reinforcement learning with distributed tensorflow

reinforcement-learning tensorflow impala apex r2d2 distributed-tensorflow distributed-reinforcement-learning scalable-reinforcement-learning distributed-rl

Updated Jun 5, 2021
Python

RLOpensource / IMPALA-Distributed-Tensorflow

reinforcement-learning impala distributed-tensorflow distributed-reinforcement-learning

Updated Jan 8, 2020
Python

amazon-archives / aws-robomaker-sample-application-objecttracker

Use AWS RoboMaker and demonstrate a simulation that can train a reinforcement learning model to make a TurtleBot WafflePi to follow a TurtleBot burger, and then Deploy via RoboMaker to the robot.

machine-learning reinforcement-learning deep-learning simulation deep-reinforcement-learning ros rl distributed-reinforcement-learning aws-robomaker turtlebot-wafflepi

Updated May 14, 2020
Python

fangyuedong / rainbow-with-ray

A PyTorch implementation of reinforcement lerning algorithms (DQN, DDQN, Prior DDQN, Distributed) based on ray

benchmark reinforcement-learning atari2600 apex dqn ray ddqn distributed-reinforcement-learning prior-ddqn

Updated Oct 14, 2020
Python

being-aerys / Distributed_Reinforcement_Learning_with_Intel-DevCloud

reinforcement-learning deep-reinforcement-learning q-learning dqn cartpole sarsa atari ray value-iteration frozenlake distributed-reinforcement-learning devcloud

Updated Jun 29, 2019
Jupyter Notebook

khanhvu207 / ddrl

Distributed Deep Reinforcement Learning framework

reinforcement-learning openai-gym pytorch vtrace ppo td-lambda distributed-reinforcement-learning

Updated Jan 15, 2022
Jupyter Notebook

hybug / RL_Lab

reinforcement learning alogrithm implement with Ray

reinforcement-learning tensorflow ray ppo rllib distributed-reinforcement-learning

Updated Sep 10, 2021
Python

parralplex / elite_buffer_vtrace

Distributed RL platform with modified IMPALA architecture. Implements CLEAR, LASER V-trace modifications along with Attentive and Elite sampling experience replay methods.

machine-learning impala deep-reinforcement-learning pytorch policy-gradient arcade-learning-environment experience-replay distributed-reinforcement-learning actor-critic-with-experience-replay elite-sampling mixing-on-and-off-policy-data

Updated Apr 8, 2022
Python

rusty-sj / Reinforcement-Learning-Algorithms-with-Ray-Framework-and-Intel-DevCloud

Implementation of certain crucial algorithms in the field of reinforcement learning.

reinforcement-learning deep-reinforcement-learning q-learning dqn atari policy-iteration value-iteration-algorithm frozenlake ray-framework cartpole-environment distributed-reinforcement-learning devcloud sarsa-algorithm

Updated Jul 30, 2020
Jupyter Notebook

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