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alive
41 posts
Reinforcement Learning
AI Capabilities
Wireheading
Reward Functions
EfficientZero
Tradeoffs
33 posts
Embedded Agency
Subagents
Robust Agents
Category Theory
Spurious Counterfactuals
Memetics
Autonomous Vehicles
334
EfficientZero: How It Works
1a3orn
1y
42
271
Reward is not the optimization target
TurnTrout
4mo
97
124
EfficientZero: human ALE sample-efficiency w/MuZero+self-supervised
gwern
1y
52
120
We have achieved Noob Gains in AI
phdead
7mo
21
107
Evaluations project @ ARC is hiring a researcher and a webdev/engineer
Beth Barnes
3mo
7
104
Will we run out of ML data? Evidence from projecting dataset size trends
Pablo Villalobos
1mo
12
89
Scaling Laws for Reward Model Overoptimization
leogao
2mo
11
80
Big picture of phasic dopamine
Steven Byrnes
1y
18
77
Jitters No Evidence of Stupidity in RL
1a3orn
1y
18
77
OpenAI Solves (Some) Formal Math Olympiad Problems
Michaël Trazzi
10mo
26
76
The alignment problem in different capability regimes
Buck
1y
12
72
Seriously, what goes wrong with "reward the agent when it makes you smile"?
TurnTrout
4mo
41
61
Towards deconfusing wireheading and reward maximization
leogao
3mo
7
52
My take on Michael Littman on "The HCI of HAI"
Alex Flint
1y
4
237
Humans are very reliable agents
alyssavance
6mo
35
191
Embedded Agency (full-text version)
Scott Garrabrant
4y
15
188
Why Subagents?
johnswentworth
3y
42
135
Introduction to Cartesian Frames
Scott Garrabrant
2y
29
111
Robust Delegation
abramdemski
4y
10
107
Subsystem Alignment
abramdemski
4y
12
107
Reward Is Not Enough
Steven Byrnes
1y
18
99
Embedded World-Models
abramdemski
4y
16
96
Embedded Curiosities
Scott Garrabrant
4y
1
65
Humans Are Embedded Agents Too
johnswentworth
2y
19
62
(A -> B) -> A
Scott Garrabrant
4y
11
53
Updates and additions to "Embedded Agency"
Rob Bensinger
2y
1
52
Additive Operations on Cartesian Frames
Scott Garrabrant
2y
6
47
Subagents of Cartesian Frames
Scott Garrabrant
2y
5