28 citations · 51 across the 6 of their papers we have counts for
7 papers
Beyond DSA: Conjugacy-based Comparison of Dynamical Systems
Prakhar Godara, Pang Shiang Tay, Marcelo G. Mattar
Comparing whether two dynamical systems implement the same computation despite differences in coordinates or measurements is a central problem in neuroscience and machine learning.…
Adversarial construction as a potential solution to the experiment design problem in large task spaces
Prakhar Godara, Frederick Callaway, Marcelo G. Mattar
Despite decades of work, we still lack a robust, task-general theory of human behavior even in the simplest domains. In this paper we tackle the generality problem head-on, by aimi…
Bias or Optimality? Disentangling Bayesian Inference and Learning Biases in Human Decision-Making
Prakhar Godara
Recent studies claim that human behavior in a two-armed Bernoulli bandit (TABB) task is described by positivity and confirmation biases, implying that humans do not integrate new i…
Metareasoning in uncertain environments: a meta-BAMDP framework
Prakhar Godara, Tilman Diego Alemán
\textit{Reasoning} may be viewed as an algorithm that makes a choice of an action , aiming to optimize some outcome. However, executing itself bears co…
Emergent Organization and Polarization due to Active Fluctuations
Benoît Mahault, Prakhar Godara, Ramin Golestanian
We introduce and study a model of active Brownian motion with multiplicative noise describing fluctuations in the self-propulsion or activity. We find that the standard picture of…
A control theory approach to optimal pandemic mitigation
Prakhar Godara, Stephan Herminghaus, Knut M. Heidemann
In the framework of homogeneous susceptible-infected-recovered (SIR) models, we use a control theory approach to identify optimal pandemic mitigation strategies. We derive rather g…
Understanding transient uncoupling induced synchronization through modified dynamic coupling
Anupam Ghosh, Prakhar Godara, Sagar Chakraborty
An important aspect of the recently introduced transient uncoupling scheme is that it induces synchronization for large values of coupling strength at which the coupled chaotic sys…