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Found 4 papers, 1 papers with code
Solving Heterogeneous General Equilibrium Economic Models with Deep Reinforcement Learning
We demonstrate the method's accuracy and stability on a toy problem for which there is a known analytical solution, its versatility by solving a general equilibrium problem that includes global stochasticity, and its flexibility by solving a combined macroeconomic and epidemiological model to explore the economic and health implications of a pandemic.
The Physics of Financial Networks
The field of Financial Networks is a paramount example of the novel applications of Statistical Physics that have made possible by the present data revolution.
Physics and Society Statistical Mechanics Social and Information Networks Risk Management
Network Valuation in Financial Systems
We introduce a general model for the balance-sheet consistent valuation of interbank claims within an interconnected financial system.
The SAT-UNSAT transition in the adversarial SAT problem
AdSAT belongs to a higher complexity class in the polynomial hierarchy than SAT and therefore the nature of the critical region and the transition are not easily paralleled to those of SAT and worth of independent study.
