distributed-reinforcement-learning

Here are 18 public repositories matching this topic...

opendilab / DI-engine

OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.

Updated Apr 17, 2025
Python

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 11, 2022
Python

OpenRL-Lab / openrl

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Unified Reinforcement Learning Framework

reinforcement-learning robotics pytorch gym atari game-ai gymnasium mujoco self-playing autodrive embodied multi-agent-reinforcement-learning distributed-reinforcement-learning mcts-algorithm google-research-football embodied-ai llm llm-as-agent

Updated Sep 6, 2024
Python

EdanToledo / Stoix

Sponsor

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🏛️A research-friendly codebase for fast experimentation of single-agent reinforcement learning in JAX • End-to-End JAX RL

research reinforcement-learning end-to-end deep-reinforcement-learning reinforcement-learning-algorithms sarl jax distributed-reinforcement-learning anakin single-agent sebulba single-agent-systems single-agent-reinforcement-learning pure-jax

Updated May 4, 2025
Python

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

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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

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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

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Scalable distributed reinforcement learning agents on kubernetes

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

Updated Jul 5, 2023
Python

chagmgang / distributed_reinforcement_learning

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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

OpenRL-Lab / TiZero

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Code accompanying the paper "TiZero: Mastering Multi-Agent Football with Curriculum Learning and Self-Play" (AAMAS 2023) 足球游戏智能体

reinforcement-learning pytorch self-playing multi-agent-reinforcement-learning distributed-reinforcement-learning google-research-football

Updated Sep 10, 2023
Python

RLOpensource / IMPALA-Distributed-Tensorflow

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

Updated Jan 8, 2020
Python

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

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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

amathislab / dmap

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[NeurIPS 2022] DMAP: a Distributed Morphological Attention Policy for Learning to Locomote with a Changing Body

reinforcement-learning motor-control distributed-reinforcement-learning sensorimotor-learning proprioception

Updated Sep 15, 2023
Python

fangyuedong / rainbow-with-ray

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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

parralplex / elite_buffer_vtrace

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