A Framework for Adapting Offline Algorithms to Solve Combinatorial Multi-Armed Bandit Problems with Bandit Feedback.
Guanyu NieYididiya Y. NadewYanhui ZhuVaneet AggarwalChristopher John QuinnPublished in: CoRR (2023)
Keyphrases
- multi armed bandit problems
- bandit problems
- orders of magnitude
- learning algorithm
- main contribution
- data sets
- theoretical framework
- computational complexity
- computational cost
- computationally efficient
- probabilistic model
- worst case
- state space
- significant improvement
- data structure
- artificial intelligence
- genetic algorithm