tao2020 Goto Github PK

amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

bash-one-liners

For the NCWIT CS Women Workshop at UMass Amherst CICS

coach

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

d4rl

A benchmark for offline reinforcement learning.

deeprl

Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone

deepsets

di-engine

OpenDILab Decision AI Engine

disentangling-vae

Experiments for understanding disentanglement in VAE latent representations

eeg-dl

A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.

eeg-notebooks

A collection of classic EEG experiments implemented with Python and Jupyter notebooks

git

Scenario contribution for GIT Workshop

horizon

A platform for Applied Reinforcement Learning (Applied RL)

ic3net

Code for ICLR 2019 paper: Learning when to Communicate at Scale in Multiagent Cooperative and Competitive Tasks

m3ddpg

maac

Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019

maddpg

Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

maddpg-pytorch

PyTorch Implementation of MADDPG (Lowe et. al. 2017)

matd3implementation

Code for MATD3 described in the paper "Reducing Overestimation Bias in Multi-Agent Domains Using Double Centralized Critics" https://arxiv.org/pdf/1910.01465.pdf

ml-project

multiagent-particle-envs

musegan

An AI for Music Generation

nlp-class-example-code

progfun-wiki

ray

A fast and simple framework for building and running distributed applications.

rec-maddpg

Decentralized deep multi-agent reinforcement learning in physical environments.

research

Motor Imagery Classification based on EEG at Columbia Medical Center

rlpyt

Reinforcement Learning in PyTorch

robust_marl

Robust MARL: A Project for Developing Robust MARL Algorithms

sagemaker-defect-detection

Detect Defects in Products from their Images using Amazon SageMaker

sagemaker-rl-container

A set of dockerfiles that provide Reinforcement Learning solutions for use in SageMaker.