Variational Quantum Circuit Design for Quantum Reinforcement Learning on Continuous Environments.
Georg KruseTheodora-Augustina DraganRobert WilleJeanette Miriam LorenzPublished in: ICAART (3) (2024)
Keyphrases
- circuit design
- reinforcement learning
- quantum computing
- quantum computation
- quantum inspired
- quantum mechanics
- real world
- design automation
- learning algorithm
- function approximation
- dynamic environments
- learning process
- image processing
- channel capacity
- quantum genetic algorithm
- markov decision processes
- action space
- logic circuits
- machine learning
- neural network
- probability ranking principle
- continuous state and action spaces