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researcher

Tadeusz Janik

2 papers hereh-index 230 citations2 works total

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

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG2

identity via Semantic Scholar / OpenAlex

most citedSafe Model-Based Multi-Agent Mean-Field Reinforcement Learning

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

collaborators

2 papers

cs.LG2023★ 1 cited

Safe Model-Based Multi-Agent Mean-Field Reinforcement Learning

Matej Jusup, Barna Pásztor, Tadeusz Janik +4

Many applications, e.g., in shared mobility, require coordinating a large number of agents. Mean-field reinforcement learning addresses the resulting scalability challenge by optim…

cs.LG2022★ 1 cited

Active Exploration via Experiment Design in Markov Chains

Mojmír Mutný, Tadeusz Janik, Andreas Krause

A key challenge in science and engineering is to design experiments to learn about some unknown quantity of interest. Classical experimental design optimally allocates the experime…

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