BibSLEIGH corpus
BibSLEIGH tags
BibSLEIGH bundles
BibSLEIGH people
Open Knowledge
XHTML 1.0 W3C Rec
CSS 2.1 W3C CanRec
email twitter
Travelled to:
1 × Finland
1 × France
1 × Israel
1 × Japan
2 × Canada
2 × China
2 × United Kingdom
7 × USA
Collaborated with:
R.S.Sutton P.Bachman R.West J.Pineau S.Mannor S.P.Singh Y.Grinberg M.Dinculescu F.Rivest P.E.Utgoff B.Balle P.Panangaden A.M.Farahmand J.Frank P.W.Keller S.Dasgupta A.R.Mahmood H.v.Hasselt D.Azar S.Bouktif B.Kégl H.A.Sahraoui H.R.Maei S.Bhatnagar D.Silver C.Szepesvári E.Wiewiora
Talks about:
approxim (7) learn (7) function (4) reinforc (3) tempor (3) polici (3) construct (2) gradient (2) predict (2) partial (2)

Person: Doina Precup

DBLP DBLP: Precup:Doina

Contributed to:

ICML 20152015
LICS 20152015
ICML c2 20142014
ICML c1 20132013
ICML 20122012
CIKM 20102010
ICML 20102010
CIKM 20092009
ICML 20092009
ICML 20082008
ICML 20062006
ICML 20032003
ASE 20022002
ICML 20012001
ICML 20002000
ICML 19981998
ICML 19971997

Wrote 19 papers:

ICML-2015-BachmanP #collaboration #generative #network #probability
Variational Generative Stochastic Networks with Collaborative Shaping (PB, DP), pp. 1964–1972.
LICS-2015-BallePP #approximate #automaton #canonical
A Canonical Form for Weighted Automata and Applications to Approximate Minimization (BB, PP, DP), pp. 701–712.
ICML-c2-2014-BachmanFP #approximate
Sample-based approximate regularization (PB, AMF, DP), pp. 1926–1934.
ICML-c2-2014-SuttonMPH #equivalence #monte carlo
A new Q(λ) with interim forward view and Monte Carlo equivalence (RSS, ARM, DP, HvH), pp. 568–576.
ICML-c1-2013-GrinbergP #optimisation
Average Reward Optimization Objective In Partially Observable Domains (YG, DP), pp. 320–328.
ICML-2012-PrecupB #estimation #modelling
Improved Estimation in Time Varying Models (DP, PB), p. 189.
CIKM-2010-WestPP #automation #documentation #topic
Automatically suggesting topics for augmenting text documents (RW, DP, JP), pp. 929–938.
ICML-2010-DinculescuP #approximate #predict
Approximate Predictive Representations of Partially Observable Systems (MD, DP), pp. 895–902.
CIKM-2009-WestPP #reduction #wiki
Completing wikipedia’s hyperlink structure through dimensionality reduction (RW, DP, JP), pp. 1097–1106.
ICML-2009-SuttonMPBSSW #approximate #learning #linear #performance
Fast gradient-descent methods for temporal-difference learning with linear function approximation (RSS, HRM, DP, SB, DS, CS, EW), pp. 993–1000.
ICML-2008-FrankMP #learning
Reinforcement learning in the presence of rare events (JF, SM, DP), pp. 336–343.
ICML-2006-KellerMP #approximate #automation #learning #programming
Automatic basis function construction for approximate dynamic programming and reinforcement learning (PWK, SM, DP), pp. 449–456.
ICML-2003-RivestP #network
Combining TD-learning with Cascade-correlation Networks (FR, DP), pp. 632–639.
ASE-2002-AzarPBKS #adaptation #algorithm #modelling #predict #quality #search-based
Combining and Adapting Software Quality Predictive Models by Genetic Algorithms (DA, DP, SB, BK, HAS), pp. 285–288.
ICML-2001-PrecupSD #approximate #difference #learning
Off-Policy Temporal Difference Learning with Function Approximation (DP, RSS, SD), pp. 417–424.
ICML-2000-PrecupSS #evaluation #policy
Eligibility Traces for Off-Policy Policy Evaluation (DP, RSS, SPS), pp. 759–766.
ICML-1998-PrecupU #approximate #classification #using
Classification Using Phi-Machines and Constructive Function Approximation (DP, PEU), pp. 439–444.
ICML-1998-SuttonPS #learning
Intra-Option Learning about Temporally Abstract Actions (RSS, DP, SPS), pp. 556–564.
ICML-1997-PrecupS #learning
Exponentiated Gradient Methods for Reinforcement Learning (DP, RSS), pp. 272–277.

Bibliography of Software Language Engineering in Generated Hypertext (BibSLEIGH) is created and maintained by Dr. Vadim Zaytsev.
Hosted as a part of SLEBOK on GitHub.