42 citations · 74 across the 3 of their papers we have counts for
3 papers
cs.GT2012★ 42 cited
Optimal Coordinated Planning Amongst Self-Interested Agents with Private State
Ruggiero Cavallo, David C. Parkes, Satinder Singh
Consider a multi-agent system in a dynamic and uncertain environment. Each agent's local decision problem is modeled as a Markov decision process (MDP) and agents must coordinate o…
cs.GT2012★ 14 cited
Learning and Solving Many-Player Games through a Cluster-Based Representation
Sevan G. Ficici, David C. Parkes, Avi Pfeffer
In addressing the challenge of exponential scaling with the number of agents we adopt a cluster-based representation to approximately solve asymmetric games of very many players. A…
cs.GT2012★ 18 cited
Quantifying the Strategyproofness of Mechanisms via Metrics on Payoff Distributions
Benjamin Lubin, David C. Parkes
Strategyproof mechanisms provide robust equilibrium with minimal assumptions about knowledge and rationality but can be unachievable in combination with other desirable properties…