Chelsea
ProvableModel-based NonlinearBanditand ReinforcementLearning: ShelveOptimism,Embrace VirtualCurvature
Neural Information Processing Systems
A key algorithmic insight is that optimism may lead to over-exploration even for two-layer neural net model class.
Country:
- Asia > Middle East > Jordan (0.05)
- North America > United States > California > Santa Clara County > Palo Alto (0.04)
- North America > United States > Washington > King County > Seattle (0.04)
- North America > United States > Massachusetts > Suffolk County > Chelsea (0.04)
Country:
- Asia > Middle East > Jordan (0.05)
- North America > United States > Massachusetts > Suffolk County > Chelsea (0.04)
- North America > United States > California > Santa Clara County > Palo Alto (0.04)
- North America > United States > Washington > King County > Seattle (0.04)
Technology:
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.70)
- Information Technology > Artificial Intelligence > Machine Learning > Reinforcement Learning (0.50)
- Information Technology > Artificial Intelligence > Representation & Reasoning > Optimization (0.48)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.46)