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ICML
2006
IEEE
16 years 7 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
16 years 25 days 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
16 years 9 days 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»
15 years 12 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»
15 years 11 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