January 2023
Intermediate to advanced
213 pages
3h 35m
English
book
Introduction to Unity ML-Agents: Understand the Interplay of Neural Networks and Simulation Space Using the Unity ML-Agents Package
by Dylan Engelbrecht
Content preview from Introduction to Unity ML-Agents: Understand the Interplay of Neural Networks and Simulation Space Using the Unity ML-Agents PackageBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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Index
A
ActionBuffers
Actions
ActionBuffer
agent policy
continuous
discrete
IActuator
ML-Agents
OnActionReceived()
types
Actions planning
AddForce() method
AddList method
AddObservation method
AddOneHotObservation() method
AddReward method
The agent
Ball3DAgent
custom implementation
final view of the world
MaxStep field
ML-Agent
override methods
SeeAgent override methods
training
connect stand-alone builds to Python
duplicate training zones
export and load
TensorBoard
virtual environment
view of the world
Agent gameobject
Agent override methods
Ball 3D Agent
CollectObservations method
Initialize method
OnEpisodeBegin method
RequestDecision method
void AddReward(float increment)
void EndEpisode()
void RequestDecision()
void SetReward(float reward)
AI-powered robotics
AI road map and classification ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.