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researcher

Christoph Roch

14 papers hereh-index 8380 citations25 works total

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

author position
  • first author2
  • middle author11

Across the 13 of 14 papers where every author was matched, so the position is known.

fields
  • quant-ph7
  • cs.AI3
  • cs.LG2
  • cs.ET1
  • cs.GT1

identity via Semantic Scholar / OpenAlex

activity
20182023
most citedA Hybrid Solution Method for the Capacitated Vehicle Routing Problem Using a Quantum Annealer

191 citations · 227 across the 13 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

cs.AI2021

Towards Multi-Agent Reinforcement Learning using Quantum Boltzmann Machines

Tobias Müller, Christoph Roch, Kyrill Schmid +1

Reinforcement learning has driven impressive advances in machine learning. Simultaneously, quantum-enhanced machine learning algorithms using quantum annealing underlie heavy devel…

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