Multi-stage Reinforcement Learning for Object Detection.
Jonas KönigSimon MalbergMartin MartensSebastian NiehausArtus Krohn-GrimbergheArunselvan RamaswamyPublished in: CVC (1) (2019)
Keyphrases
- multistage
- object detection
- reinforcement learning
- optimal policy
- dynamic programming
- production system
- stochastic programming
- lot sizing
- function approximation
- face detection
- learning algorithm
- markov decision processes
- single stage
- computer vision
- scene understanding
- multi class
- state space
- reinforcement learning algorithms
- attack detection
- optimal control
- model free
- stochastic optimization
- object categories
- pedestrian detection
- machine learning
- multi agent
- lot streaming
- infinite horizon
- reward function
- finite horizon
- linear programming
- cost function