25 citations · 74 across the 13 of their papers we have counts for
5 papers · 1 filter
Revealed Multi-Objective Utility Aggregation in Human Driving
Atrisha Sarkar, Kate Larson, Krzysztof Czarnecki
A central design problem in game theoretic analysis is the estimation of the players' utilities. In many real-world interactive situations of human decision making, including human…
A taxonomy of strategic human interactions in traffic conflicts
Atrisha Sarkar, Kate Larson, Krzysztof Czarnecki
In order to enable autonomous vehicles (AV) to navigate busy traffic situations, in recent years there has been a focus on game-theoretic models for strategic behavior planning in…
Generalized dynamic cognitive hierarchy models for strategic driving behavior
Atrisha Sarkar, Kate Larson, Krzysztof Czarnecki
While there has been an increasing focus on the use of game theoretic models for autonomous driving, empirical evidence shows that there are still open questions around dealing wit…
Solution Concepts in Hierarchical Games under Bounded Rationality with Applications to Autonomous Driving
Atrisha Sarkar, Krzysztof Czarnecki
With autonomous vehicles (AV) set to integrate further into regular human traffic, there is an increasing consensus on treating AV motion planning as a multi-agent problem. However…
A Brandom-ian view of Reinforcement Learning towards strong-AI
Atrisha Sarkar
The analytic philosophy of Robert Brandom, based on the ideas of pragmatism, paints a picture of sapience, through inferentialism. In this paper, we present a theory, that utilizes…