Hyperparameter Optimization for Tracking With Continuous Deep Q-Learning.
Xingping DongJianbing ShenWenguan WangYu LiuLing ShaoFatih PorikliPublished in: CVPR (2018)
Keyphrases
- temporal difference
- function approximation
- reinforcement learning
- model free
- particle filter
- optimization algorithm
- state space
- real time
- optimization problems
- visual tracking
- global optimization
- gaussian processes
- object tracking
- optimization method
- kalman filter
- appearance model
- motion model
- multi objective
- multi agent
- radial basis function
- model selection
- learning rate
- evolutionary algorithm
- continuous state spaces