Goodhart's Law in Reinforcement Learning
Data Skeptic5 Mar 2021

Goodhart's Law in Reinforcement Learning

Hal Ashton, a PhD student from the University College of London, joins us today to discuss a recent work Causal Campbell-Goodhart's law and Reinforcement Learning.

"Only buy honey from a local producer." - Hal Ashton

Works Mentioned:

"Causal Campbell-Goodhart's law and Reinforcement Learning"by Hal AshtonBook

"The Book of Why"by Judea PearlPaper

Thanks to our sponsor!

When your business is ready to make that next hire, find the right person with LinkedIn Jobs. Just visit LinkedIn.com/DATASKEPTIC to post a job for free! Terms and conditions apply

Denne episoden er hentet fra en åpen RSS-feed og er ikke publisert av Podme. Den kan derfor inneholde annonser.

Episoder(601)

GraphText

GraphText

On the show today, we are joined by Jianan Zhao, a Computer Science student at Mila and the University of Montreal. His research focus is on graph databases and natural language processing. He joins u...

31 Okt 202330min

arXiv Publication Patterns

arXiv Publication Patterns

Today, we are joined by Rajiv Movva, a PhD student in Computer Science at Cornell Tech University. His research interest lies in the intersection of responsible AI and computational social science. He...

23 Okt 202328min

Do LLMs Make Ethical Choices

Do LLMs Make Ethical Choices

We are excited to be joined by Josh Albrecht, the CTO of Imbue. Imbue is a research company whose mission is to create AI agents that are more robust, safer, and easier to use. He joins us to share fi...

16 Okt 202329min

Emergent Deception in LLMs

Emergent Deception in LLMs

On today's show, we are joined by Thilo Hagendorff, a Research Group Leader of Ethics of Generative AI at the University of Stuttgart. He joins us to discuss his research, Deception Abilities Emerged ...

9 Okt 202327min

Agents with Theory of Mind Play Hanabi

Agents with Theory of Mind Play Hanabi

Nieves Montes, a Ph.D. student at the Artificial Intelligence Research Institute in Barcelona, Spain, joins us. Her PhD research revolves around value-based reasoning in relation to norms. She shares ...

2 Okt 202338min

LLMs for Evil

LLMs for Evil

We are joined by Maximilian Mozes, a PhD student at the University College, London. His PhD research focuses on Natural Language Processing (NLP), particularly the intersection of adversarial machine ...

25 Sep 202326min

The Defeat of the Winograd Schema Challenge

The Defeat of the Winograd Schema Challenge

Our guest today is Vid Kocijan, a Machine Learning Engineer at Kumo AI. Vid has a Ph.D. in Computer Science at the University of Oxford. His research focused on common sense reasoning, pre-training in...

11 Sep 202331min

LLMs in Social Science

LLMs in Social Science

Today, We are joined by Petter Törnberg, an Assistant Professor in Computational Social Science at the University of Amsterdam and a Senior Researcher at the University of Neuchatel. His research is c...

4 Sep 202334min

Populært innen Vitenskap

fastlegen
tingenes-tilstand
jss
forskningno
rss-zahid-ali-hjelper-deg
rekommandert
rss-paradigmepodden
sinnsyn
liberal-halvtime
vett-og-vitenskap-med-gaute-einevoll
rss-overskuddsliv
kvinnehelsepodden
nordnorsk-historie
tidlose-historier
villmarksliv
grunnstoffene
rss-inn-til-kjernen-med-sunniva-rose
nevropodden
noen-har-snakket-sammen
fjellsportpodden