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researcher

D. Ryabko

38 papers hereh-index 18982 citations95 works total

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

author position
  • sole author18
  • first author8
  • middle author1
  • last author11

Across the 38 of 38 papers where every author was matched, so the position is known.

fields
  • cs.LG21
  • math.ST4
  • cs.IT3
  • stat.ML3
  • cs.CR2
  • cs.AI1

identity via Semantic Scholar / OpenAlex

activity
20052023
most citedOnline Regret Bounds for Undiscounted Continuous Reinforcement Learning

44 citations · 238 across the 35 of their papers we have counts for

collaborators
Showing 2006Show all

3 papers · 1 filter

cs.CR2006

Provably Secure Universal Steganographic Systems

Boris Ryabko, Daniil Ryabko

We propose a simple universal (that is, distribution--free) steganographic system in which covertexts with and without hidden texts are statistically indistinguishable. The stegosy…

cs.LG2006★ 1 cited

On Sequence Prediction for Arbitrary Measures

Daniil Ryabko, Marcus Hutter

Suppose we are given two probability measures on the set of one-way infinite finite-alphabet sequences and consider the question when one of the measures predicts the other, that i…

cs.LG2006

Asymptotic Learnability of Reinforcement Problems with Arbitrary Dependence

Daniil Ryabko, Marcus Hutter

We address the problem of reinforcement learning in which observations may exhibit an arbitrary form of stochastic dependence on past observations and actions. The task for an agen…

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