Optimal Allocation with Noisy Inspection [draft] [slides]
In a standard principal-agent allocation model, endow the agent with a noisy private signal about the principal's return and allow the principal to inspect the return at a cost. The inspection and allocation mechanism that maximizes the principal's expected return without the use of transfers describes optimal inspection as both an exploration and a screening tool. This relates to many important applied settings including employer hiring strategies, public grant mechanisms and portfolio investment rules.
Bonus material: [simple summary] [short slides]
Strategic Private Exploration [draft forthcoming]
In a strategic exploration game, multiple players determine the order in which they explore unknown options with the objective of maximizing the sum of discovered rewards. Exploration is private in the sense that players cannot condition the order in which they explore on their competitor's decisions. Equilibrium exploration procedures are determined, and losses characterized as a function of how the rewards are split when simultaneously explored. This informs us about many areas of policy design including patent and copyright regimes, R&D tournaments, and competition regulation.
Sequential Information Acquisition and Optimal Search w/ Rakesh Vohra [early draft] [slides][presentation slides]
Consider the principal-agent allocation model from Optimal Allocation with Noisy Inspection, and suppose there are now many agents, each with a noisy signal of the principals return from allocating to them. The inspection and allocation mechanism that maximizes the principal's expected return now sequentially searches through the agents in a way that incentivises truthful reports . This essentially generalises Optimal Allocation with Noisy Inspection to many agents and Ben-Porath, Dekel, Lipman (2014) to noisy types.
Forecast Elicitation and Frequency Control w/ Guillaume Roger [extended abstract] [early slides]
Appropriately chosen, state-contingent contracts can be used to incentivize forecast reporting in scheduled, stochastic markets, improving outcomes markedly. This is of particular importance for electricity grids, where market operators engage in frequency control by scheduling participants. These contracts are examples of scoring rules, are significantly differ from the causer-pay frameworks in operation, and can also be tailored to incentivise the acquisition of publicly valuable information.
