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50 posts
Reinforcement Learning
Inverse Reinforcement Learning
Road To AI Safety Excellence
23 posts
Wireheading
Reward Functions
252
Reward is not the optimization target
TurnTrout
4mo
97
82
Jitters No Evidence of Stupidity in RL
1a3orn
1y
18
77
Book Review: Human Compatible
Scott Alexander
2y
6
67
RAISE is launching their MVP
3y
1
63
Thoughts on "Human-Compatible"
TurnTrout
3y
35
59
My take on Michael Littman on "The HCI of HAI"
Alex Flint
1y
4
41
Learning biases and rewards simultaneously
Rohin Shah
3y
3
37
Book review: Human Compatible
PeterMcCluskey
2y
2
33
Making a Difference Tempore: Insights from 'Reinforcement Learning: An Introduction'
TurnTrout
4y
6
33
Reinforcement Learning: A Non-Standard Introduction (Part 1)
royf
10y
19
33
Model Mis-specification and Inverse Reinforcement Learning
Owain_Evans
4y
3
28
AI Safety Prerequisites Course: Basic abstract representations of computation
RAISE
3y
2
26
Reinforcement learning with imperceptible rewards
Vanessa Kosoy
3y
1
25
Reinforcement Learning in the Iterated Amplification Framework
William_S
3y
12
167
Are wireheads happy?
Scott Alexander
12y
107
76
Seriously, what goes wrong with "reward the agent when it makes you smile"?
TurnTrout
4mo
41
52
A definition of wireheading
Anja
10y
80
47
Draft papers for REALab and Decoupled Approval on tampering
Jonathan Uesato
2y
2
45
The Stamp Collector
So8res
7y
14
44
You cannot be mistaken about (not) wanting to wirehead
Kaj_Sotala
12y
79
40
A Short Dialogue on the Meaning of Reward Functions
Leon Lang
1mo
0
30
Thoughts on reward engineering
paulfchristiano
3y
30
26
Wireheading is in the eye of the beholder
Stuart_Armstrong
3y
10
25
Wireheading as a potential problem with the new impact measure
Stuart_Armstrong
4y
20
25
Reward model hacking as a challenge for reward learning
Erik Jenner
8mo
1
22
Defining AI wireheading
Stuart_Armstrong
3y
9
21
Wireheading and discontinuity
Michele Campolo
2y
4
21
generalized wireheading
carado
1mo
7