Offline Neural Contextual Bandits: Pessimism, Optimization and Generalization.
Thanh Nguyen-TangSunil GuptaA. Tuan NguyenSvetha VenkateshPublished in: ICLR (2022)
Keyphrases
- optimization problems
- discrete optimization
- contextual information
- global optimization
- optimization algorithm
- real time
- network architecture
- efficient computation
- multi objective
- optimization method
- context sensitive
- optimization process
- combinatorial optimization
- multi armed bandits
- optimization strategies
- optimization model
- bio inspired
- computational intelligence
- high level
- case study
- information retrieval
- machine learning