distributed-reinforcement-learning

There are 4 repositories under distributed-reinforcement-learning topic.

opendilab / DI-engine
OpenDILab Decision AI Engine
reinforcement-learning multiagent-reinforcement-learning self-play imitation-learning inverse-reinforcement-learning exploration-exploitation distributed-system python impala smac atari mujoco minigrid r2d2 reinforcement-learning-algorithms pytorch-rl offline-rl drl distributed-reinforcement-learning model-based-reinforcement-learning
Language:Python 2616
IntelLabs / coach
Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms
coach openai-gym reinforcement-learning tensorflow rl carla imitation-learning mujoco roboschool deep-learning hierarchical-reinforcement-learning starcraft starcraft2 starcraft2-ai distributed-reinforcement-learning mxnet onnx
Language:Python 2310
OpenRL-Lab / openrl
Unified Reinforcement Learning Framework
atari autodrive distributed-reinforcement-learning embodied embodied-ai game-ai google-research-football gym gymnasium llm llm-as-agent mcts-algorithm mujoco multi-agent-reinforcement-learning pytorch reinforcement-learning robotics self-playing
Language:Python 566
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
reinforcement-learning aws-robomaker simulation ros machine-learning deep-learning aws-deepracer deepracer deep-reinforcement-learning distributed-reinforcement-learning rl
Language:Python 114
cyoon1729 / distributedRL
A framework for easy prototyping of distributed reinforcement learning algorithms
reinforcement-learning distributed-reinforcement-learning ray ape-x dqn zeromq
Language:Python 94
chris-chris / haiku-scalable-example
Scalable distributed reinforcement learning agents on kubernetes
reinforcement-learning distributed-reinforcement-learning impala deepmind scalable kubernetes machine-learning
Language:Python 57
chagmgang / distributed_reinforcement_learning
implementation of distributed reinforcement learning with distributed tensorflow
distributed-reinforcement-learning tensorflow distributed-tensorflow reinforcement-learning distributed-rl impala r2d2 apex scalable-reinforcement-learning
Language:Python 55
OpenRL-Lab / TiZero
Code accompanying the paper "TiZero: Mastering Multi-Agent Football with Curriculum Learning and Self-Play" (AAMAS 2023) 足球游戏智能体
distributed-reinforcement-learning google-research-football multi-agent-reinforcement-learning pytorch reinforcement-learning self-playing
Language:Python 44
RLOpensource / IMPALA-Distributed-Tensorflow
distributed-tensorflow impala reinforcement-learning distributed-reinforcement-learning
Language:Python 40
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.
reinforcement-learning aws-robomaker simulation turtlebot-wafflepi machine-learning ros deep-learning deep-reinforcement-learning distributed-reinforcement-learning rl
Language:Python 28
amathislab / dmap
[NeurIPS 2022] DMAP: a Distributed Morphological Attention Policy for Learning to Locomote with a Changing Body
distributed-reinforcement-learning proprioception reinforcement-learning sensorimotor-learning motor-control
Language:Python 14
fangyuedong / rainbow-with-ray
A PyTorch implementation of reinforcement lerning algorithms (DQN, DDQN, Prior DDQN, Distributed) based on ray
reinforcement-learning ray distributed-reinforcement-learning atari2600 apex dqn ddqn prior-ddqn benchmark
Language:Python 6
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 experience-replay deep-reinforcement-learning pytorch distributed-reinforcement-learning elite-sampling arcade-learning-environment actor-critic-with-experience-replay policy-gradient mixing-on-and-off-policy-data
Language:Python 6
khanhvu207 / ddrl
Distributed Deep Reinforcement Learning Framework
distributed-reinforcement-learning openai-gym ppo pytorch reinforcement-learning td-lambda vtrace
Language:Jupyter Notebook 5
amirhosein-mesbah / Reinforcement_learning
This repository contains the implementation of a wide variety of Reinforcement Learning Projects in different applications of Bandit Algorithms, MDPs, Distributed RL and Deep RL. These projects include university projects and projects implemented due to interest in Reinforcement Learning.
bandit-algorithms deep-reinforcement-learning deeprl distributed-reinforcement-learning mdp multi-agent-reinforcement-learning network-routing off-policy on-policy reinforcement-learning gym stablebaselines3 q-learning
Language:Jupyter Notebook 4
being-aerys / Distributed_Reinforcement_Learning_with_Intel-DevCloud
ray devcloud distributed-reinforcement-learning sarsa q-learning value-iteration deep-reinforcement-learning atari dqn reinforcement-learning cartpole frozenlake
Language:Jupyter Notebook 4
hybug / RL_Lab
reinforcement learning alogrithm implement with Ray
reinforcement-learning distributed-reinforcement-learning rllib ray ppo tensorflow
Language:Python 2
Jjschwartz / miniDRL
Minimal implementations of distributed, recurrent, deep reinforcement learning algorithms
distributed-reinforcement-learning ppo pytorch r2d2 reinforcement-learning rnn
Language:Python 0
rusty-sj / Reinforcement-Learning-Algorithms-with-Ray-Framework-and-Intel-DevCloud
Implementation of certain crucial algorithms in the field of reinforcement learning.
ray-framework devcloud reinforcement-learning distributed-reinforcement-learning q-learning sarsa-algorithm value-iteration-algorithm policy-iteration deep-reinforcement-learning atari dqn cartpole-environment frozenlake
Language:Jupyter Notebook 0