Demonstration of a measurement-based adaptation protocol with quantum reinforcement learning on the IBM Q experience platform.
Kishore S. ShenoyDev Yashpal ShethBikash K. BeheraPrasanta K. PanigrahiPublished in: Quantum Inf. Process. (2020)
Keyphrases
- reinforcement learning
- communication protocol
- function approximation
- lightweight
- adaptation process
- reinforcement learning algorithms
- real time
- quantum inspired
- client server architecture
- optimal policy
- model free
- machine learning
- probability ranking principle
- quantum computation
- formal analysis
- learning capabilities
- learning algorithm
- markov decision processes
- multi agent
- state space
- dynamic programming
- interaction protocols
- multi agent systems
- ibm db
- mobile devices
- evolutionary algorithm
- cryptographic protocols
- distributed databases
- low cost
- transfer learning
- reward function
- temporal difference
- learning problems