Loading Events

« All Events

Introductory Reinforcement Learning Series

May 26 @ 3:00 pm - 5:00 pm

We want to grow an AI community in Rockville Science Space.
We welcome enthusiasts from all experience levels We encourage experts or more experienced members to join, and help in guiding our beginner AI & DL Enthusiasts.

What you need to bring is Curiosity..

Artificial Intelligence is a way of Life, it is here to stay, and everyday, it becomes more and more a part of our lives.

This series of talks will focus on the impacts of Deep Learning with respect to Reinforcement Learning. Our goal is to create practical projects with a little theory mixed in.

I will do an overview of key concepts of RL , a preview of AI related technical concepts.

I will set up a preface for Tensorflow and Keras.
In the latter sessions, we will be exploring Tensorflow paired with Keras, using Python and Jupyter Notebooks.

This is a multi-part talk, so don’t miss out on the foundation.

Suggested RoadMap.
1) RL Basics
2) RL Basics & OPENAI Gym.
3) Introductory (Bellman Equation, Markov Decision Process, Q-Learning)
4) Deeper Dive in MDP, Q-Learning and DNQ using OpenAI Gym

Standard Textbook: Reinforcement Learning by Richard S Sutton & Barto
http://incompleteideas.net/book/RLbook2018trimmed.pdf

Details

Date:
May 26
Time:
3:00 pm - 5:00 pm
Event Category:
Website:
https://www.meetup.com/Rockville-RSC-Makerspace/events/cscttqyzhbjc/

Organizer

Rockville RSC Makerspace
Website:
https://www.meetup.com/Rockville-RSC-Makerspace/

Venue

Rockville Memorial Library
Rockville Town Square Plaza
Rockville, MD 20850 US
+ Google Map
Phone:
240-777-0140