MULTIPOLAR: Multi-Source Policy Aggregation for Transfer Reinforcement Learning between Diverse Environmental Dynamics.
Mohammadamin BarekatainRyo YonetaniMasashi HamayaPublished in: CoRR (2019)
Keyphrases
- multi source
- reinforcement learning
- optimal policy
- policy search
- data fusion
- transfer learning
- action selection
- information fusion
- single source
- markov decision process
- data integration
- multiple data sources
- soft clustering
- function approximators
- multiple sources
- reinforcement learning algorithms
- state space
- data sources
- function approximation
- markov decision processes
- action space
- reward function
- policy gradient
- dynamical systems
- case study
- community detection
- information integration
- databases
- model free
- information extraction
- real world