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Aswin Paul

6 papers hereh-index 678 citations8 works total

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

author position
  • first author4
  • middle author2

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.AI2
  • cs.LG2
  • q-bio.NC2

identity via Semantic Scholar / OpenAlex

activity
20212025
most citedOn efficient computation in active inference

12 citations · 30 across the 6 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

q-bio.NC2024★ 3 cited

Biological Neurons Compete with Deep Reinforcement Learning in Sample Efficiency in a Simulated Gameworld

Moein Khajehnejad, Forough Habibollahi, Aswin Paul +2

How do biological systems and machine learning algorithms compare in the number of samples required to show significant improvements in completing a task? We compared the learning…

cs.AI2024★ 4 cited

On Predictive planning and counterfactual learning in active inference

Aswin Paul, Takuya Isomura, Adeel Razi

Given the rapid advancement of artificial intelligence, understanding the foundations of intelligent behaviour is increasingly important. Active inference, regarded as a general th…

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