23 citations · 101 across the 30 of their papers we have counts for
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eess.SY2017★ 23 cited
A Unified Bellman Equation for Causal Information and Value in Markov Decision Processes
Stas Tiomkin, Naftali Tishby
The interaction between an artificial agent and its environment is bi-directional. The agent extracts relevant information from the environment, and affects the environment by its…
cs.IT2017★ 14 cited
Control Capacity of Partially Observable Dynamic Systems in Continuous Time
Stas Tiomkin, Daniel Polani, Naftali Tishby
Stochastic dynamic control systems relate in a prob- abilistic fashion the space of control signals to the space of corresponding future states. Consequently, stochastic dynamic sy…