Aaron Krumins – Medium

Aaron Krumins
in
Becoming Human: Artificial Intelligence Magazine

The AI Therapist Will See You Now

Gamifying the Patient-Therapist Relationship With Reinforcement Learning

6 min readNov 8, 2022

--

1

The AI Therapist Will See You Now

--

1

Aaron Krumins
in
Towards Data Science

Creating Emergent Behaviors with Reinforcement Learning and Unreal Engine

Generate emergent behavior in AI characters using Unreal Engine and the free MindMaker machine learning plugin

9 min readOct 3, 2022

--

2

Creating Emergent Behaviors with Reinforcement Learning and Unreal Engine

--

2

Aaron Krumins

Why I Sing — A Deep Ecology Manifesto

Two days ago, hiking in the woods of North Carolina, I stopped to rest on a large moss-covered rock. Lying down and relaxing in the…

4 min readApr 22, 2022

--

Why I Sing — A Deep Ecology Manifesto

--

Aaron Krumins

MindMaker AI Plugin for Unreal Engine 4 & 5: Blueprint Functions

MindMaker Blueprint Functions Overview

7 min readJan 21, 2022

--

1

MindMaker AI Plugin for Unreal Engine 4 & 5: Blueprint Functions

--

1

Aaron Krumins
in
Towards Data Science

Patterns of Desire — Deep Reinforcement Learning for Automated Content Creation and A/B testing

Beauty may be in the eye of the beholder, but it’s creation will soon be in the hands of an algorithm

10 min readNov 15, 2021

--

Patterns of Desire — Deep Reinforcement Learning for Automated Content Creation and A/B testing

--

Aaron Krumins
in
Becoming Human: Artificial Intelligence Magazine

Unlocking Behavioral Complexity with Biological Optimization Methods

Understanding complex emergent behavior using biologically derived optimization methods

4 min readJun 8, 2021

--

Unlocking Behavioral Complexity with Biological Optimization Methods

--

Aaron Krumins
in
DataDrivenInvestor

Using the Game Engine for Automated Stock Trading (Without a Single Line of Code)

Build a Bitcoin Bot In Unreal Engine 4 using Deep Reinforcement Learning and Visual Scripting

18 min readJan 25, 2021

--

2

Using the Game Engine for Automated Stock Trading (Without a Single Line of Code)

--

2

Aaron Krumins
in
Towards Data Science

Create a Custom Deep Reinforcement Learning Environment in UE4

Design a custom RL environment using modern game development software and bleeding-edge DRL algorithms(A2C, PPO, TD3, ACER)

14 min readNov 17, 2020

--

Create a Custom Deep Reinforcement Learning Environment in UE4

--

Aaron Krumins
in
Towards Data Science

Creating Next-Gen Video Game AI With Reinforcement Learning

Learn how reinforcement learning is being used to upend traditional methods of creating video game AI

13 min readOct 19, 2020

--

1

Creating Next-Gen Video Game AI With Reinforcement Learning

--

1

Aaron Krumins
in
Becoming Human: Artificial Intelligence Magazine

When Profit and Artificial Intelligence Collide

The Looming Crises at the Nexus of For-Profit Corporations and Artificial Intelligence

10 min readOct 6, 2020

--

When Profit and Artificial Intelligence Collide

--

Aaron Krumins

Aaron Krumins

Aaron Krumins is the author of “Outsmarted — The Promise and Peril of Reinforcement Learning” and currently works as a freelance machine learning consultant

Following

Help
Status
About
Careers
Blog
Privacy
Terms
Text to speech
Teams