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» Modelling Agents as Observable Sources
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GECCO
2004
Springer
110views Optimization» more  GECCO 2004»
15 years 5 months ago
Using GP to Model Contextual Human Behavior
To create a realistic environment, some simulations require simulated agents with human behavior pattern. Creating such agents with realistic behavior can be a tedious and time con...
Hans Fernlund, Avelino J. Gonzalez
ICRA
2006
IEEE
103views Robotics» more  ICRA 2006»
15 years 6 months ago
Stability Analysis of Information based Control for Biochemical Source Localization
— The paper proposes an improved model and its approximation for a diffusion of a biochemical agent in the air. Based on the model, a new motion control algorithm based on the Fi...
Panos Tzanos, Milos Zefran
160
Voted
PAMI
2007
186views more  PAMI 2007»
14 years 12 months ago
Value-Directed Human Behavior Analysis from Video Using Partially Observable Markov Decision Processes
—This paper presents a method for learning decision theoretic models of human behaviors from video data. Our system learns relationships between the movements of a person, the co...
Jesse Hoey, James J. Little
101
Voted
ATAL
2004
Springer
15 years 5 months ago
Approximate Solutions for Partially Observable Stochastic Games with Common Payoffs
Partially observable decentralized decision making in robot teams is fundamentally different from decision making in fully observable problems. Team members cannot simply apply si...
Rosemary Emery-Montemerlo, Geoffrey J. Gordon, Jef...
124
Voted
ATAL
2004
Springer
15 years 5 months ago
Motion and Episode Models for (Simulated) Football Games: Acquisition, Representation, and Use
One of the key problems in the study of multi agent systems in which the agents exhibit continuous behavior is the automatic recognition and analysis of intentional activities bas...
Michael Beetz, Thomas Stammeier, Sven Flossmann