Robust and Efficient Transfer Learning with Hidden Parameter Markov Decision Processes.
Taylor W. KillianGeorge Dimitri KonidarisFinale Doshi-VelezPublished in: AAAI (2017)
Keyphrases
- markov decision processes
- transfer learning
- reinforcement learning
- optimal policy
- finite state
- learning tasks
- state space
- knowledge transfer
- transition matrices
- dynamic programming
- policy iteration
- active learning
- partially observable
- labeled data
- average cost
- cross domain
- machine learning
- decision theoretic planning
- average reward
- structure learning
- reinforcement learning algorithms
- markov decision process
- action space
- text categorization
- semi supervised learning
- information retrieval
- bayesian networks
- domain adaptation
- function approximation
- search algorithm
- semi supervised
- transfer knowledge
- text classification