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A Continuous-Time Actor-Critic Framework for Jump-Diffusion Controls with Normalizing Flows

Guo, Liya et al.
arXiv (All) · Papers
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60h1065c3093e20machine-learningoptimization-and-control
Continuous-time stochastic control with time-inhomogeneous jump-diffusion dynamics is central in finance and economics, but computing optimal policies is difficult under explicit time dependence, discontinuous shocks, and high dimensionality. We propose an actor-critic framework that serves as a mes
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