Taking Gradients Through Experiments: LSTMs and Memory Proximal Policy Optimization for Black-Box Quantum Control.
Moritz AugustJosé Miguel Hernández-LobatoPublished in: ISC Workshops (2018)
Keyphrases
- black box
- black boxes
- white box
- optimization algorithm
- control system
- test cases
- control policy
- optimization process
- optimal policy
- white box testing
- control policies
- state transition
- optimization problems
- candidate solutions
- hybrid systems
- memory requirements
- data sets
- action selection
- optimal control
- integration testing
- feature space