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05/29/2023
Towards a Unifying Model of Rationality in Multiagent Systems
Multiagent systems deployed in the real world need to cooperate with oth...
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02/07/2023
Uncoupled Learning of Differential Stackelberg Equilibria with Commitments
A natural solution concept for many multiagent settings is the Stackelbe...
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11/29/2022
Differentiable User Models
Probabilistic user modeling is essential for building collaborative AI s...
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07/01/2022
Distributed Influence-Augmented Local Simulators for Parallel MARL in Large Networked Systems
Due to its high sample complexity, simulation is, as of today, critical ...
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04/03/2022
Best-Response Bayesian Reinforcement Learning with Bayes-adaptive POMDPs for Centaurs
Centaurs are half-human, half-AI decision-makers where the AI's goal is ...
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09/14/2020
Teaching to Learn: Sequential Teaching of Agents with Inner States
In sequential machine teaching, a teacher's objective is to provide the ...
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12/01/2019
Interactive AI with a Theory of Mind
Understanding each other is the key to success in collaboration. For hum...
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09/08/2018