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researcher

Claude Formanek

11 papers hereh-index 686 citations14 works total

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

author position
  • first author5
  • middle author3

Across the 8 of 11 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • cs.AI2
  • cs.CY2

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedMava: a research library for distributed multi-agent reinforcement learning in JAX

2 citations · 3 across the 11 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.AI2023

Selective Reincarnation: Offline-to-Online Multi-Agent Reinforcement Learning

Claude Formanek, Callum Rhys Tilbury, Jonathan Shock +2

'Reincarnation' in reinforcement learning has been proposed as a formalisation of reusing prior computation from past experiments when training an agent in an environment. In this…

cs.LG2023★ 1 cited

Off-the-Grid MARL: Datasets with Baselines for Offline Multi-Agent Reinforcement Learning

Claude Formanek, Asad Jeewa, Jonathan Shock +1

Being able to harness the power of large datasets for developing cooperative multi-agent controllers promises to unlock enormous value for real-world applications. Many important i…

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