Sentence examples for stochastic reward from inspiring English sources

Stochastic Reward Nets (SRN) are used to model the system availability.

This paper presents a comprehensive availability model of a data center for DT using stochastic reward nets (SRN).

To evaluate these policies, stochastic reward net models are developed and solved by Stochastic Petri Net Package (SPNP).

However, several other classes exist such as stochastic process algebras, stochastic activity networks, stochastic reward nets [44], and models evaluated via probabilistic model checking [45].

To deal with these issues, the present paper proposes a combined performance and availability (i.e., performability) model using the Stochastic Reward Net (SRN).

Further, various other techniques such as genetic algorithm (Kumar et al. [2010]), GABLT (Sharma and Kumar [2010]), and stochastic reward petri nets (Sachdeva et al. [2009]) have also been used to analyze the steady state behavior of the systems.

Among solutions reported in the literature, the stochastic estimator reward-inaction learning automaton (SERI), which belongs to the Maximum Likelihood estimator based LAs, has been recognized as the fastest ϵ-optimal LA.

Homogeneity is defined in terms of stochastic bisimulation and reward equivalence within blocks of a partition.

Although we assume that the gambler has no a priori information on the rewards' stochastic distributions, he aims at maximizing his cumulated income through iterative pulls.

In the context of reinforcement learning, two kinds of plasticity rules are derived, zone reinforcement (ZR) and cell reinforcement (CR), which both optimize the expected reward by stochastic gradient ascent.

To accomplish this, we made many aspects of the reward delivery stochastic.