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researcher

P. Dayan

15 papers hereh-index 11182.3k citations696 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author4
  • last author10

Across the 14 of 15 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • cs.AI4
  • stat.ML2
  • cs.CL1
  • cs.MA1
  • q-bio.NC1

identity via Semantic Scholar / OpenAlex

activity
20122023
most citedFormalizing Neurath's Ship: Approximate Algorithms for Online Causal Learning

154 citations · 487 across the 15 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.CL2023

The Inner Sentiments of a Thought

Chris Gagne, Peter Dayan

Transformer-based large-scale language models (LLMs) are able to generate highly realistic text. They are duly able to express, and at least implicitly represent, a wide range of s…

cs.LG2023★ 3 cited

Reinforcement Learning with Simple Sequence Priors

Tankred Saanum, Noémi Éltető, Peter Dayan +2

Everything else being equal, simpler models should be preferred over more complex ones. In reinforcement learning (RL), simplicity is typically quantified on an action-by-action ba…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.