Interpretation of Combinational Asynchronous Circuits Sarah Thompson, Alan Mycroft Computer Laboratory, University of Cambridge, William Gates Building, JJ Thompson Avenue, Cambridge, CB3 0FD, UK

in this study, effect of irrigation duration on concentration of some macro and micro nutrient elements in ‘thompson navel’ orange leaves grafted on three rootstocks was evaluated as a factorial experiment in completely randomized block design. factors included rootstocks in three levels (poncirus trifoliata, citrus aurantium and troyer citrange (citrus sinensis ´ poncitus trifoliata)) and irri...

The fish abundance index over an ocean region is defined here to be the integral of expected catch per unit effort (CPUE), approximated by the sum of expected CPUE over grid squares. When trawl surveys are done within grid squares selected according to a probability sampling design, several other sources of variation such as the fish population dynamics and the catching process are also involve...

We present an actor-critic scheme for reinforcement learning in complex domains. The main contribution is to show that planning and I/O dynamics can be separated such that an intractable planning problem reduces to a simple multi-armed bandit problem, where each lever stands for a potentially arbitrarily complex policy. Furthermore, we use the Bayesian control rule to construct an adaptive band...

The following lemma is implied by Theorem 1 in Abbasi-Yadkori et al. (2011): Lemma 7. (Abbasi-Yadkori et al., 2011) Let (F ′ t; t ≥ 0) be a filtration, (mt; t ≥ 1) be an R-valued stochastic process such that mt is (F ′ t−1)-measurable, (ηt; t ≥ 1) be a real-valued martingale difference process such that ηt is (F ′ t)-measurable. For t ≥ 0, define ξt = ∑t τ=1mτητ and Mt = Id + ∑t τ=1mτm T τ , wh...