scholarly journals A Markovian Approach to the Induction of Regular String Distributions

2004 ◽  
pp. 77-90 ◽  
Author(s):  
Jérôme Callut ◽  
Pierre Dupont
Keyword(s):  
Markovian Approach

scholarly journals Emergent Robotic Personality Traits via Agent-Based Simulation of Abstract Social Environments

Information ◽  
2021 ◽  
Vol 12 (3) ◽  
pp. 103
Author(s):  
Casey C. Bennett
Keyword(s):  
Personality Traits ◽  
Human Robot Interaction ◽  
Social Environments ◽  
Agent Based Simulation ◽  
Theoretical Frameworks ◽  
Behavioral Learning ◽  
Agent Based ◽  
Current State ◽  
The Stability ◽  
Markovian Approach

This paper discusses the creation of an agent-based simulation model for interactive robotic faces, built based on data from physical human–robot interaction experiments, to explore hypotheses around how we might create emergent robotic personality traits, rather than pre-scripted ones based on programmatic rules. If an agent/robot can visually attend and behaviorally respond to social cues in its environment, and that environment varies, then idiosyncratic behavior that forms the basis of what we call a “personality” should theoretically be emergent. Here, we evaluate the stability of behavioral learning convergence in such social environments to test this idea. We conduct over 2000 separate simulations of an agent-based model in scaled-down, abstracted forms of the environment, each one representing an “experiment”, to see how different parameters interact to affect this process. Our findings suggest that there may be systematic dynamics in the learning patterns of an agent/robot in social environments, as well as significant interaction effects between the environmental setup and agent perceptual model. Furthermore, learning from deltas (Markovian approach) was more effective than only considering the current state space. We discuss the implications for HRI research, the design of interactive robotic faces, and the development of more robust theoretical frameworks of social interaction.

Expert decision-making: A Markovian approach to studying the agency problem

2021 ◽  
pp. 115451
Author(s):  
Vincent Charles ◽  
Sergio Chión ◽  
Tatiana Gherman
Keyword(s):  
Decision Making ◽  
Agency Problem ◽  
Markovian Approach

Markovian approach to tackle competing pathogens in simplicial complex

2022 ◽  
Vol 417 ◽  
pp. 126773
Author(s):  
Yanyi Nie ◽  
Wenyao Li ◽  
Liming Pan ◽  
Tao Lin ◽  
Wei Wang
Keyword(s):  
Simplicial Complex ◽  
Markovian Approach
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