Ray RLlib

Ray Train

Ray Datasets

RayDP

Retail

Gaming

Government

Financial

Ray Serve

Anyscale

Ray Core

Healthcare

Technology

Here you can find where the Anyscale and Ray teams will be in attendance at industry events across the globe. 

Industry Event

Press Interview

On-Demand Webinar

Webinar

RL Summit

Weekly Demo

Ray Meetup

Anyscale GA Launch

Anyscale Academy provides training on the Ray ecosystem, tailored for data scientists, data engineers, and MLOps engineers.

Anyscale Academy Logo

Anyscale Academy

Ray Summit brings together the community of architects, machine learning engineers, researchers, and other developers building the next generation of scalable, distributed, high-performance Python and machine learning applications. The conference will include those who are already using Ray platform and those who are interested in learning how Ray can meet their needs.

Ray Summit

Watch tutorial

rllib 

Sven Mika

A beginner’s tutorial for working with multi-agent environments, models, and algorithms.

“Hands-on RL with Ray’s RLlib” is a beginners tutorial for working with reinforcement learning (RL) multi-agent environments, models, and algorithms using Ray’s RLlib library. RLlib offers high scalability, a large list of algorithms to choose from (offline, model-based, model-free, etc..), support for TensorFlow and PyTorch, and a unified API for a variety of applications and customizations. This tutorial includes a brief introduction to provide an overview of concepts (e.g. why RL) before proceeding to RLlib models, hyperparameter tuning, debugging, student exercises, Q/A, and more. All code will be provided as .py files in a GitHub repo.


Hands-on Reinforcement Learning with Ray’s RLlib

ray core

Paco Nathan

A Guided Tour of Ray Core covers an introductory, hands-on coding tour through the core features of Ray, which provide powerful yet easy-to-use design patterns for implementing distributed systems in Python. This training includes a brief talk to provide overview of concepts, then coding for remote functions, actors, parallel iterators, and so on. Then we'll follow with Q&A. All code is available in notebooks in the GitHub repo. 


Ray Core Tutorial

ray serve tune thumb

Ray Tune and Ray Serve

A one stop shop for all events, past and future, to connect and learn from the global community of Ray experts.

hero2

ray compiled graphs

[Ray Meetup] Ray Compiled Graphs Deep Dive

Supercharging AI Platforms with Anyscale

Optimized AI Workloads on Anyscale with RayTurbo

Call for Proposals is open Blog Post

Ray Summit 2024

This section is used to order the "Types" and "Tags" that show up for filters on the Event Index

Event Types

All Products / Libraries

Anyscale is the leading AI application platform. With Anyscale, developers can build, run and scale AI applications instantly.

Events

Featured Events

Ray Meetup

[Ray Meetup] Ray Compiled Graphs Deep Dive

Latest Events

Webinar

Supercharging AI Platforms with Anyscale

Webinar

Optimized AI Workloads on Anyscale with RayTurbo

Anyscale Academy

Hands-on Reinforcement Learning with Ray’s RLlib

Anyscale Academy

Ray Core Tutorial

Anyscale Academy

Ray Tune and Ray Serve