15 citations · 32 across the 11 of their papers we have counts for
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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…
cs.AI2021
Solving Large Steiner Tree Problems in Graphs for Cost-Efficient Fiber-To-The-Home Network Expansion
Tobias Müller, Kyrill Schmid, Daniëlle Schuman +3
The expansion of Fiber-To-The-Home (FTTH) networks creates high costs due to expensive excavation procedures. Optimizing the planning process and minimizing the cost of the earth e…