BibSLEIGH corpus
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Open Knowledge
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Used together with:
factor (5)
learn (4)
function (3)
model (3)
uncertainti (2)

Stem mdps$ (all stems)

14 papers:

TACASTACAS-2015-BrazdilCFK #multi #named #synthesis
MultiGain: A Controller Synthesis Tool for MDPs with Multiple Mean-Payoff Objectives (TB, KC, VF, AK), pp. 181–187.
ICMLICML-c2-2014-ScholzLIW #object-oriented
A Physics-Based Model Prior for Object-Oriented MDPs (JS, ML, CLIJ, DW), pp. 1089–1097.
ICMLICML-c2-2014-TamarMX #approximate #robust #scalability #using
Scaling Up Robust MDPs using Function Approximation (AT, SM, HX), pp. 181–189.
RecSysRecSys-2014-TavakolB #detection #topic
Factored MDPs for detecting topics of user sessions (MT, UB), pp. 33–40.
CAVCAV-2013-PuggelliLSS #nondeterminism #polynomial #verification
Polynomial-Time Verification of PCTL Properties of MDPs with Convex Uncertainties (AP, WL, ALSV, SAS), pp. 527–542.
ICMLICML-2012-GrunewalderLBPG #modelling
Modelling transition dynamics in MDPs with RKHS embeddings (SG, GL, LB, MP, AG), p. 208.
ICMLICML-2012-MannorMX #nondeterminism #robust
Lightning Does Not Strike Twice: Robust MDPs with Coupled Uncertainty (SM, OM, HX), p. 62.
ICALPICALP-v2-2011-BrazdilBEK #approximate #game studies #probability #termination
Approximating the Termination Value of One-Counter MDPs and Stochastic Games (TB, VB, KE, AK), pp. 332–343.
ICMLICML-2011-ChakrabortyS #learning
Structure Learning in Ergodic Factored MDPs without Knowledge of the Transition Function’s In-Degree (DC, PS), pp. 737–744.
Inverse Optimal Control with Linearly-Solvable MDPs (KD, ET), pp. 335–342.
ICMLICML-2009-SzitaL #learning #polynomial
Optimistic initialization and greediness lead to polynomial time learning in factored MDPs (IS, AL), pp. 1001–1008.
ICMLICML-2007-OsentoskiM #learning
Learning state-action basis functions for hierarchical MDPs (SO, SM), pp. 705–712.
ICMLICML-2005-JonssonB #approach #composition
A causal approach to hierarchical decomposition of factored MDPs (AJ, AGB), pp. 401–408.
ICMLICML-2002-GuestrinPS #learning #modelling
Algorithm-Directed Exploration for Model-Based Reinforcement Learning in Factored MDPs (CG, RP, DS), pp. 235–242.

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.