BI 154 Anne Collins: Learning with Working Memory

1

Introduction

00:00 • 5min

2

Are You Done? Are You Going to Keep Going?

04:33 • 4min

3

Is Learning More Complex Than We Thought?

08:06 • 3min

4

Neural Reuse

11:19 • 2min

5

Adding a Working Memory Component to a Refined Learning Algorithm?

13:10 • 4min

6

Is Working Memory a Th?

16:52 • 2min

7

The Dichotomy of Model Free Versus Model Based Reinforcement Learning

18:32 • 2min

8

Model Free Versus Model Based?

20:32 • 2min

9

I'm in a Green Building, and I Don't Move Often When I Talk

22:47 • 2min

10

Model Free

24:43 • 3min

11

Is Model Based Too Much and Not Enough?

27:35 • 2min

12

Is There a Better Term Than Model Based?

29:21 • 3min

13

The Interaction Between Working Memory and Reinforcement Learning

32:26 • 2min

14

Do You Need to Distract Yourself a Little Bit?

34:12 • 2min

15

Is There a Way to Deconstruct Learning?

36:21 • 2min

16

Are You Skeptical of Neuroscientists Making Life Coaching Advice?

38:26 • 2min

17

Do You Have an Interest in Getting There?

40:39 • 2min

18

Is It Ethical to Use Dual Tasks?

42:25 • 1min

19

Is Working Memory Contributing to Reward Prediction Error?

43:54 • 2min

20

Working Memory Contributes to Learning

45:59 • 2min

21

Is Reactor Learning Associated With Learning?

48:25 • 3min

22

Attention and Working Memory

50:56 • 2min

23

Working Memory and Attention in Reinforcement Learning

52:27 • 4min

24

Is Attention Necessary for Working Memory?

56:18 • 3min

25

Is There a Connection Between Working Memory and Reactor Learning?

59:37 • 4min

26

Is That Where Your Less Confident Is in Interpreting the Results?

01:03:26 • 2min

27

Is It a Better Career Move to Just Make Wild Claims and Strong Interpretations?

01:05:20 • 2min

28

Are There Lessons to Be Drawn From Your Work?

01:07:15 • 3min

29

Working Memory

01:10:10 • 3min

30

Is There a Bottleneck in AI?

01:12:42 • 3min

31

The Interaction Between Attention and Working Memory in Deep Learning?

01:16:09 • 2min

32

Is Intelligence a Super High Dimensional Space?

01:18:13 • 2min

33

You're Hearing Music by the New Year

01:19:54 • 2min