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» A Calculus of Bounded Capacities
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ML
2008
ACM
152views Machine Learning» more  ML 2008»
15 years 4 months ago
Learning near-optimal policies with Bellman-residual minimization based fitted policy iteration and a single sample path
Abstract. We consider batch reinforcement learning problems in continuous space, expected total discounted-reward Markovian Decision Problems. As opposed to previous theoretical wo...
András Antos, Csaba Szepesvári, R&ea...
TCS
2010
14 years 11 months ago
Resource allocation with time intervals
We study a resource allocation problem where jobs have the following characteristics: Each job consumes some quantity of a bounded resource during a certain time interval and indu...
Andreas Darmann, Ulrich Pferschy, Joachim Schauer
TIT
2010
137views Education» more  TIT 2010»
14 years 11 months ago
Channel coding rate in the finite blocklength regime
This paper investigates the maximal channel coding rate achievable at a given blocklength and error probability. For general classes of channels new achievability and converse bou...
Yury Polyanskiy, H. Vincent Poor, Sergio Verd&uacu...
ICNP
2007
IEEE
15 years 10 months ago
FRASA: Feedback Retransmission Approximation for the Stability Region of Finite-User Slotted ALOHA
—FRASA, Feedback Retransmission Approximation for Slotted ALOHA, is proposed to study the stability region of finiteuser slotted ALOHA under collision channel. With FRASA, the s...
Ka-Hung Hui, On-Ching Yue, Wing Cheong Lau
RTCSA
2007
IEEE
15 years 10 months ago
Real-Time Scheduling with Task Splitting on Multiprocessors
This paper presents a real-time scheduling algorithm with high schedulability and few preemptions for multiprocessor systems. The algorithm is based on an unorthodox method called...
Shinpei Kato, Nobuyuki Yamasaki