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agents

TF-Agents is a library for Reinforcement Learning in TensorFlow

ax

Adaptive Experimentation Platform

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

coach

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

code_snippets

deep-rl-keras

Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)

deneme

dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

garage

A framework for reproducible reinforcement learning research

gpytorch

A highly efficient and modular implementation of Gaussian Processes in PyTorch

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

highway-env

An environment for behavioral planning tasks in autonomous driving

huskarl

Deep Reinforcement Learning Framework + Algorithms

ksync

Sync files between your local system and a kubernetes cluster.

kubernetes-hyperparam-exp

This repository contains code and config files that accompany the blog post:

ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

modular_rl

Implementation of TRPO and related algorithms

multiagent-particle-envs

Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

ns3-gym

ns3-gym - The Playground for Reinforcement Learning in Networking Research

python

Official Python client library for kubernetes

ray

A fast and simple framework for building and running distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

rl

spinningup

An educational resource to help anyone learn deep reinforcement learning.

streamlit

Streamlit — The fastest way to build custom ML tools

tensorgym

The code for my OpenAI Gym & Tensorflow tutorial.

trfl

TensorFlow Reinforcement Learning

vertex-ai-samples

Sample code and notebooks for Vertex AI, the end-to-end machine learning platform on Google Cloud