Policy Gradient Approach to Compilation of Variational Quantum Circuits.
David A. Herrera-MartíPublished in: CoRR (2021)
Keyphrases
- policy gradient
- quantum computing
- logic circuits
- actor critic
- parametric optimization
- gradient method
- reinforcement learning
- function approximation
- optimal control
- image segmentation
- model free reinforcement learning
- approximation methods
- reinforcement learning algorithms
- variance reduction
- single agent
- partially observable markov decision processes