References

• 2012Information-Theoretic Regret Bounds for Gaussian Process Optimization in the Bandit Setting2,098 cited
• 2003Using confidence bounds for exploitation-exploration trade-offs1,189 cited
• 2014Humans use directed and random exploration to solve the explore–exploit dilemma.578 cited
• 1980Multi-Armed Bandits and the Gittins Index515 cited
• 2015Unpacking the exploration–exploitation tradeoff: A synthesis of human and animal literatures.384 cited
• 2018Generalization guides human exploration in vast decision spaces242 cited
• 2015Uncertainty and Exploration in a Restless Bandit Problem179 cited
• 2018Uncertainty and exploration.146 cited
• 2017Putting bandits into context: How function learning supports decision making.74 cited
• 2012The Nature of Belief-Directed Exploratory Choice in Human Decision-Making73 cited
• 2017Learning the value of information and reward over time when solving exploration-exploitation problems67 cited
• 2008Should I stay or should I go? How the human brain manages the trade-off between exploitation and exploration66 cited
• 2018Finding structure in multi-armed bandits59 cited
• 2017Coherency-maximizing exploration in the supermarket53 cited
• 2020It’s new, but is it good? How generalization and uncertainty guide the exploration of novel options.