Search Results for author: Daniel Crawford

Found 2 papers, 1 papers with code

Free energy-based reinforcement learning using a quantum processor

1 code implementation29 May 2017 Anna Levit, Daniel Crawford, Navid Ghadermarzy, Jaspreet S. Oberoi, Ehsan Zahedinejad, Pooya Ronagh

The experimental results show that our technique is a promising method for harnessing the power of quantum sampling in reinforcement learning tasks.

reinforcement-learning Reinforcement Learning (RL)

Reinforcement Learning Using Quantum Boltzmann Machines

no code implementations17 Dec 2016 Daniel Crawford, Anna Levit, Navid Ghadermarzy, Jaspreet S. Oberoi, Pooya Ronagh

We investigate whether quantum annealers with select chip layouts can outperform classical computers in reinforcement learning tasks.

reinforcement-learning Reinforcement Learning (RL)

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