Work-in-Progress: Searching Optimal Compiler Optimization Passes Sequence for Reducing Runtime Memory Profile using Ensemble Reinforcement Learning.
Juneseo ChangDaejin ParkPublished in: EMSOFT (2023)
Keyphrases
- reinforcement learning
- optimal design
- optimal selection
- learning algorithm
- optimal control
- dynamic programming
- joint optimization
- approximately optimal
- programming language
- optimal solution
- state space
- hidden state
- ensemble learning
- optimization problems
- optimal policy
- markov decision processes
- global optimization
- memory requirements
- random forest
- learning process
- optimization algorithm
- level parallelism
- simultaneous optimization
- feature selection
- genetic algorithm
- decision trees
- memory usage
- temporal difference
- random forests
- function approximation
- general purpose