Aspiration-based, non-maximizing AI agent designs [Aspiration-based designs]

Jobst Heitzig
28 Mar 2024 9:14 UTC

This ongoing sequence documents insights, results, and thoughts from the SatisfIA project about designs for A(G)I agents that are based on aspiration-type goals rather than maximization-type goals.

[Aspira­tion-based de­signs] 1. In­for­mal in­tro­duc­tion

B Jacobs, Jobst Heitzig, Simon Fischer and Simon Dima
28 Apr 2024 13:00 UTC
41 points
4 comments8 min readLW link

[Aspira­tion-based de­signs] 2. For­mal frame­work, ba­sic algorithm

Jobst Heitzig, Simon Dima and Simon Fischer
28 Apr 2024 13:02 UTC
16 points
2 comments16 min readLW link

[Aspira­tion-based de­signs] 3. Perfor­mance and safety crite­ria, and as­pira­tion intervals

Jobst Heitzig28 Apr 2024 13:04 UTC
10 points
0 comments12 min readLW link

[Aspira­tion-based de­signs] Out­look: deal­ing with complexity

Jobst Heitzig, jossoliver, thomasfinn and Simon Dima
28 Apr 2024 13:06 UTC
13 points
3 comments2 min readLW link

[Aspira­tion-based de­signs] A. Da­m­ages from mis­al­igned op­ti­miza­tion – two more models

Jobst Heitzig and Simon Dima
15 Jul 2024 14:08 UTC
6 points
0 comments9 min readLW link