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» A Calculus of Bounded Capacities
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ML
2008
ACM
152views Machine Learning» more  ML 2008»
13 years 10 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
13 years 4 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»
13 years 4 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
14 years 4 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
14 years 4 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