Curriculum reinforcement learning for quantum architecture search under hardware errors.
Yash J. PatelAkash KunduMateusz OstaszewskiXavier Bonet-MonroigVedran DunjkoOnur DanaciPublished in: CoRR (2024)
Keyphrases
- reinforcement learning
- real time
- low cost
- search algorithm
- state space
- hardware implementation
- error detection
- function approximation
- search mechanism
- management system
- hardware software
- software implementation
- search space
- hardware and software
- hardware architecture
- learning capabilities
- processing units
- vlsi implementation
- quantum computing
- pipeline architecture
- hardware design
- reinforcement learning algorithms
- markov decision processes
- optimal policy
- computer systems
- dynamic programming
- multi agent
- machine learning