Efficient Human Activity Classification from Egocentric Videos Incorporating Actor-Critic Reinforcement Learning.
Yantao LuYilan LiSenem VelipasalarPublished in: ICIP (2019)
Keyphrases
- human activities
- reinforcement learning
- activity recognition
- actor critic
- human actions
- temporal difference
- function approximation
- supervised learning
- machine learning
- sensor data
- action recognition
- optimal control
- human computer interaction
- policy gradient
- decision trees
- support vector machine
- reinforcement learning algorithms
- feature vectors
- learning algorithm
- feature space
- image classification
- human motion
- training set
- state space
- transfer learning
- multi agent
- dynamic programming
- model free
- feature selection
- policy iteration
- temporal difference learning
- computer vision
- text classification