In general, the old stuff is still circulating, I expected something more novel or deeper, unexpected.
Selected lectures from the sessions:
Day 1: https://www.youtube.com/watch?v=yky-9rZVZEQ
AGI-21 Conference Day 1 - Room 1 - Scaling up Neural-Symbolic and Integrative AGI Architectures
Temporal and Procedural Reasoning - 15:00 min
- Temporal logic
- Monoaction, diaction, polyaction plans (37:)
- Behavior tree 46: ...
Goerzel's talk 7:04 - General theory of general intelligence
Day 2: 3:20 h
* 3:22:55 Cognitive Science and the Path to AGI Joscha Bach
Or about or after ~ 3:44 h, or mostly 3:48 h+ - 4:03 h
These are mostly general things, but it doesn't hurt to revisit them and find something new.
Day 3
Bengio's lecture.
* 1:32 h
(the discoveries/principles related to "consciousness prior are well known since at least early 2000s though)
* Mikolov lectures was superficial for me
* 5:04 h - Johnatan Warrel - an interdisciplinary guy, who "started with music "- a good lecture on semantics, logic
...
* Modularity 6:47 h
* Sigma cognitive architecture 8:04 h