Jeff Clune: Genetic Algorithms, Quality-Diversity, Curiosity

1

Introduction

00:00 • 2min

2

Is There a Connection Between Artificial Life and Machine Learning?

02:25 • 4min

3

Machine Learning - A Great Career Path?

06:46 • 4min

4

Generic Algorithms for Machine Learning

10:27 • 3min

5

Evolution of a Chair

13:44 • 5min

6

Robotic Gates for Quandered Pets?

18:21 • 2min

7

Quality Diversity Algorithms - Is That Really Cool?

20:05 • 6min

8

Adapting Robots Like Animals

25:51 • 6min

9

Is There a Driving Force to Evolve Modularity?

31:50 • 3min

10

Evolution Without a Cost for Connections

34:53 • 4min

11

Evolutionary Origin and Modularity

38:39 • 4min

12

The Neuromodulatory System Can Turn Learning on and Off in the Brains

42:27 • 3min

13

How to Get an Agent to Not Forget and Continuously Learn?

44:58 • 2min

14

Exploration Is a Fundamental Skill for Problem Solving

47:15 • 4min

15

AI Genering Algorithms - A Paradigm for Artificial Intelligence?

51:12 • 2min

16

AI and Machine Learning - The Biggest Challenge in AI

53:23 • 5min

17

The Surprising Creativity of Digital Evolution

57:58 • 6min

18

What's Your Favorite Part of Your Research?

01:03:50 • 2min

19

We're Just Contemplating Well on the Side of Exploring

01:06:09 • 3min