Washing Optimization Method Based on Deep Reinforcement Learning for Fully Programmable Valve Array Biochips.
Junqian HuangYuhan ZhuXing HuangGenggeng LiuPublished in: ACM Great Lakes Symposium on VLSI (2024)
Keyphrases
- optimization method
- reinforcement learning
- optimization algorithm
- optimization methods
- optimization process
- simulated annealing
- evolutionary algorithm
- genetic algorithm
- optimization procedure
- differential evolution
- global optimum
- processor array
- particle swarm
- nonlinear optimization
- metaheuristic
- function approximation
- programmable logic
- nelder mead simplex
- optimization strategy
- model free
- reinforcement learning algorithms
- markov decision processes
- hybrid algorithm
- optimal policy
- low cost
- state space
- dynamic programming
- multi objective
- search algorithm
- learning algorithm
- optimization problems
- control system
- simulated annealing algorithm
- optimal solution
- multi agent
- quasi newton
- multiscale