Automated Atomic Silicon Quantum Dot Circuit Design via Deep Reinforcement Learning.
Robert LupoiuSamuel S. H. NgJonathan A. FanKonrad WalusPublished in: CoRR (2022)
Keyphrases
- circuit design
- reinforcement learning
- design automation
- digital circuits
- fully automated
- function approximation
- learning algorithm
- quantum computing
- low cost
- high speed
- markov decision processes
- quantum computation
- quantum inspired
- machine learning
- transfer learning
- state space
- dynamic programming
- multi agent
- temporal difference
- policy search
- information retrieval