Placement and Routing for 3D-FPGAs Using Reinforcement Learning and Support Vector Machines.
R. ManimegalaiE. Siva SoumyaVaishnavi MuralidharanBalaraman RavindranV. KamakotiD. BhatiaPublished in: VLSI Design (2005)
Keyphrases
- support vector
- reinforcement learning
- learning machines
- large margin classifiers
- function approximation
- reinforcement learning algorithms
- kernel function
- training examples
- support vector machine
- cross validation
- ad hoc networks
- maximum margin
- routing algorithm
- dynamic programming
- multi agent
- feature selection
- network topology
- embedded systems
- markov decision processes
- machine learning
- routing protocol
- logistic regression
- temporal difference
- model free
- field programmable gate array
- soft margin
- transfer learning
- routing problem
- hyperplane
- svm classifier
- state space
- learning algorithm
- support vectors
- image processing algorithms
- wireless networks
- loss function
- model selection
- learning process