Policies and Value Functions - Good Actions for a Reinforcement Learning Agent

Описание: 💡Enroll to gain access to the full course:
https://deeplizard.com/course/rlcpailzrd

Welcome back to this series on reinforcement learning! In this video, we're going to pick up where we left off with Markov Decision Processes and discuss the topics of policies and value functions. This will give us a way to measure “how good” it is for an agent to be in a given state or to select a given action.

Sources:
Reinforcement Learning: An Introduction, Second Edition by Richard S. Sutton and Andrew G. Bartow
http://incompleteideas.net/book/RLboo...

Playing Atari with Deep Reinforcement Learning by Deep Mind Technologies
https://www.cs.toronto.edu/~vmnih/doc...

🕒🦎 VIDEO SECTIONS 🦎🕒

00:00 Welcome to DEEPLIZARD - Go to deeplizard.com for learning resources
00:30 Help deeplizard add video timestamps - See example in the description
06:22 Collective Intelligence and the DEEPLIZARD HIVEMIND

💥🦎 DEEPLIZARD COMMUNITY RESOURCES 🦎💥

👋 Hey, we're Chris and Mandy, the creators of deeplizard!

👉 Check out the website for more learning material:
🔗 https://deeplizard.com

💻 ENROLL TO GET DOWNLOAD ACCESS TO CODE FILES
🔗 https://deeplizard.com/resources

🧠 Support collective intelligence, join the deeplizard hivemind:
🔗 https://deeplizard.com/hivemind

🧠 Use code DEEPLIZARD at checkout to receive 15% off your first Neurohacker order
👉 Use your receipt from Neurohacker to get a discount on deeplizard courses
🔗 https://neurohacker.com/shop?rfsn=648...

👀 CHECK OUT OUR VLOG:
🔗    / deeplizardvlog  

❤️🦎 Special thanks to the following polymaths of the deeplizard hivemind:
Tammy
Mano Prime
Ling Li

🚀 Boost collective intelligence by sharing this video on social media!

👀 Follow deeplizard:
Our vlog:    / deeplizardvlog  
Facebook:   / deeplizard  
Instagram:   / deeplizard  
Twitter:   / deeplizard  
Patreon:   / deeplizard  
YouTube:    / deeplizard  

🎓 Deep Learning with deeplizard:
Deep Learning Dictionary - https://deeplizard.com/course/ddcpailzrd
Deep Learning Fundamentals - https://deeplizard.com/course/dlcpailzrd
Learn TensorFlow - https://deeplizard.com/course/tfcpailzrd
Learn PyTorch - https://deeplizard.com/course/ptcpailzrd
Natural Language Processing - https://deeplizard.com/course/txtcpai...
Reinforcement Learning - https://deeplizard.com/course/rlcpailzrd
Generative Adversarial Networks - https://deeplizard.com/course/gacpailzrd

🎓 Other Courses:
DL Fundamentals Classic - https://deeplizard.com/learn/video/gZ...
Deep Learning Deployment - https://deeplizard.com/learn/video/SI...
Data Science - https://deeplizard.com/learn/video/d1...
Trading - https://deeplizard.com/learn/video/Zp...

🛒 Check out products deeplizard recommends on Amazon:
🔗 https://amazon.com/shop/deeplizard

🎵 deeplizard uses music by Kevin MacLeod
🔗    / @incompetech_kmac  

❤️ Please use the knowledge gained from deeplizard content for good, not evil.