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researcher

David Bignell

8 papers hereh-index 7866 citations15 works total

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

author position
  • middle author7

Across the 7 of 8 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • cs.AI2

identity via Semantic Scholar / OpenAlex

activity
20222025
most citedImitating Human Behaviour with Diffusion Models

23 citations · 29 across the 8 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

cs.LG2024★ 2 cited

Scaling Laws for Pre-training Agents and World Models

Tim Pearce, Tabish Rashid, Dave Bignell +3

The performance of embodied agents has been shown to improve by increasing model parameters, dataset size, and compute. This has been demonstrated in domains from robotics to video…

cs.LG2024

Aligning Agents like Large Language Models

Adam Jelley, Yuhan Cao, Dave Bignell +3

Training agents to act competently in complex 3D environments from high-dimensional visual information is challenging. Reinforcement learning is conventionally used to train such a…

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