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ICML
2006
IEEE
14 years 9 months ago
PAC model-free reinforcement learning
For a Markov Decision Process with finite state (size S) and action spaces (size A per state), we propose a new algorithm--Delayed Q-Learning. We prove it is PAC, achieving near o...
Alexander L. Strehl, Lihong Li, Eric Wiewiora, Joh...
CISIS
2008
IEEE
14 years 3 months ago
Java and the Power of Multi-Core Processing
The new era of multi-core processing challenges software designers to efficiently exploit the parallelism that is now massively available. Programmers have to exchange the conven...
Peter Bertels, Dirk Stroobandt
ASPLOS
2006
ACM
14 years 2 months ago
Unbounded page-based transactional memory
Exploiting thread level parallelism is paramount in the multi-core era. Transactions enable programmers to expose such parallelism by greatly simplifying the multi-threaded progra...
Weihaw Chuang, Satish Narayanasamy, Ganesh Venkate...
ATVA
2005
Springer
80views Hardware» more  ATVA 2005»
14 years 2 months ago
Syntactical Colored Petri Nets Reductions
Abstract. In this paper, we develop a syntactical version of elaborated reductions for high-level Petri nets. These reductions simplify the model by merging some sequential transit...
Sami Evangelista, Serge Haddad, Jean-Franço...
WDAG
2005
Springer
82views Algorithms» more  WDAG 2005»
14 years 2 months ago
Distributed Transactional Memory for Metric-Space Networks
Transactional Memory is a concurrent programming API in which concurrent threads synchronize via transactions (instead of locks). Although this model has mostly been studied in the...
Maurice Herlihy, Ye Sun