Quantum Reinforcement Learning for Solving a Stochastic Frozen Lake Environment and the Impact of Quantum Architecture Choices.
Theodora-Augustina DraganMaureen MonnetChristian B. MendlJeanette Miriam LorenzPublished in: ICAART (2) (2023)
Keyphrases
- reinforcement learning
- quantum computation
- quantum computing
- real time
- quantum inspired
- channel capacity
- management system
- direct policy search
- software architecture
- execution environment
- quantum mechanics
- learning capabilities
- probability ranking principle
- seamless integration
- action space
- simulation environment
- complex environments
- monte carlo
- dynamic programming
- multi agent systems
- neural network