Peter Vamplew

@amp1874.bsky.social

Professor in IT @ Federation Uni. Multi-objective reinforcement learning. Human-aligned AI. Best known for the f*cking mailing list paper. Jambo & Bengals fan. https://t.co/UNoOrbGApz

The ARC's new grant scheme table, in case you don't want to read through the details (which are here: www.arc.gov.au/system/files...)

Screenshot of a table (black text on variously shaded backgrounds) showing some main aspects of the new grant schemes announced by the ARC.
ARC Tracker@arc-tracker.bsky.social · 2w ago

The ARC has released their new set of grant schemes ▶️ www.arc.gov.au/news-and-pub... Before implementing them, they’re now going to “consult with the sector”. Hopefully genuinely, not just with a few disengaged DVCRs. In the meantime, there’ll be another round of Discovery Projects (DP28).

I resigned from Google DeepMind bc it broke its founding promise by selling AI to the military without restrictions against killer robots or mass spying. For months, I worked to stop this but watched powerful ethicists and institutions choose silence. Here's what happened. 🧵

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The rise in Deep RL since around 2015 coincided with diminished interest in on-policy methods such as Sarsa and Expected Sarsa relative to off-policy approaches like Q-learning. This figure shows an analysis of reinforcement learning publications since 1990 (statistics derived from Google Scholar).

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When Frontiers started automating the editorial process, I stayed. I reasoned that as long as the automation could be turned off, human editors can still ensure rigorous, high-quality peer review. This now became impossible - the system has been entirely hijacked by algorithms.

A new policy from IEEE Transactions on Wireless Communications "An author may submit at most 36 new manuscripts to the IEEE TWC each year. Submissions exceeding this limit will be rejected without review. " 36!!! Somehow I don't think I'm likely to have a problem with this.

I've had 2-3 cases recently where I've been sent an invitation to review a manuscript that has been revised and resubmitted. Both times the invitation has asked if I'd be willing to review this given that I reviewed the original submission. But I hadn't - I've never seen the paper before. 1/2

Great to see two projects relating to multi-objective reinforcement learning funded in the recent ARC Linkage announcements :-) Would have been nice to have been involved in either of them :-(

GIVEAWAY! Dead Weight is coming out next week and to celebrate I'm giving away two copies that have been personally bitten by Uggi and will be personally signed by me and shipped to the winners wherever they live! To enter just like and share this post and I'll select the winners on May 26th!

Uggi the dog next to my hand, holding a copy of Dead Weight Two copies of Dead Weight with teethmarks