Placement in Integrated Circuits using Cyclic Reinforcement Learning and Simulated Annealing.
Dhruv VashishtHarshit RampalHaiguang LiaoYang LuDevika ShanbhagElias FallonLevent Burak KaraPublished in: CoRR (2020)
Keyphrases
- integrated circuit
- simulated annealing
- reinforcement learning
- tabu search
- simulated annealing algorithm
- evolutionary algorithm
- genetic algorithm
- metaheuristic
- solution quality
- state space
- model free
- function approximation
- stochastic search
- markov decision processes
- global optimum
- machine learning
- hill climbing
- multi agent
- robotic control
- optimization method
- learning process
- action selection
- multi agent reinforcement learning
- genetic algorithm ga
- printed circuit boards
- bayesian networks
- autonomous learning
- learning algorithm