Tracking as Online Decision-Making: Learning a Policy from Streaming Videos with Reinforcement Learning.
James Steven Supancic IIIDeva RamananPublished in: CoRR (2017)
Keyphrases
- reinforcement learning
- decision making
- learning process
- action selection
- online learning
- learning algorithm
- learning problems
- real time
- sequential decision making
- data streams
- active learning
- policy search
- model free
- function approximation
- reinforcement learning methods
- partially observable domains
- policy making
- policy gradient
- actor critic
- partially observable environments
- learning agents
- state action
- decision process
- transfer learning
- optimal policy
- state space
- mobile robot
- video sequences
- machine learning