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20092025
most citedActive Learning of Inverse Models with Intrinsically Motivated Goal Exploration in Robots

451 citations

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Showing 2015 · math.PRShow all

3 papers · 2 filters

math.PR2015★ 2 cited

Weak Dirichlet processes with jumps

Elena Bandini, Francesco Russo

This paper develops systematically the stochastic calculus via regularization in the case of jump processes. In particular one continues the analysis of real-valued càdlàg weak Dir…

math.PR2015

Special weak Dirichlet processes and BSDEs driven by a random measure

Elena Bandini, Francesco Russo

This paper considers a forward BSDE driven by a random measure, when the underlying forward process X is special semimartingale, or even more generally, a special weak Dirichlet pr…

math.PR2015

Randomization method and backward SDEs for optimal control of partially observed path-dependent stochastic systems

Elena Bandini, Andrea Cosso, Marco Fuhrman +1

We consider a unifying framework for stochastic control problem including the following features: partial observation, path-dependence (both with respect to the state and the contr…