Policy Gradient Approach to Compilation of Variational Quantum Circuits.
David A. Herrera-MartíPublished in: Quantum (2022)
Keyphrases
- policy gradient
- quantum computing
- logic circuits
- actor critic
- parametric optimization
- reinforcement learning
- gradient method
- function approximation
- optimal control
- image segmentation
- approximation methods
- model free reinforcement learning
- reinforcement learning algorithms
- single agent
- average reward
- variance reduction
- cost function
- multi agent systems
- neural network
- partially observable markov decision processes
- long run
- computational complexity