44 citations · 104 across the 9 of their papers we have counts for
9 papers
Efficient Querying for Cooperative Probabilistic Commitments
Qi Zhang, Edmund H. Durfee, Satinder Singh
Multiagent systems can use commitments as the core of a general coordination infrastructure, supporting both cooperative and non-cooperative interactions. Agents whose objectives a…
Minimizing Maximum Regret in Commitment Constrained Sequential Decision Making
Qi Zhang, Satinder Singh, Edmund Durfee
In cooperative multiagent planning, it can often be beneficial for an agent to make commitments about aspects of its behavior to others, allowing them in turn to plan their own beh…
Resource-Driven Mission-Phasing Techniques for Constrained Agents in Stochastic Environments
Jianhui Wu, Edmund H. Durfee
Because an agents resources dictate what actions it can possibly take, it should plan which resources it holds over time carefully, considering its inherent limitations (such as po…
The Automated Mapping of Plans for Plan Recognition
Marcus J. Huber, Edmund H. Durfee, Michael P. Wellman
To coordinate with other agents in its environment, an agent needs models of what the other agents are trying to do. When communication is impossible or expensive, this information…
Plan Development using Local Probabilistic Models
Ella M. Atkins, Edmund H. Durfee, Kang G. Shin
Approximate models of world state transitions are necessary when building plans for complex systems operating in dynamic environments. External event probabilities can depend on st…
Resource Allocation Among Agents with MDP-Induced Preferences
D. A. Dolgov, E. H. Durfee
Allocating scarce resources among agents to maximize global utility is, in general, computationally challenging. We focus on problems where resources enable agents to execute actio…