A Review of Symbolic, Subsymbolic and Hybrid Methods for Sequential
Decision Making

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A Review of Symbolic, Subsymbolic and Hybrid Methods for Sequential Decision Making

20 April 2023

Carlos Núnez-Molina

Juan Fernández-Olivares

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Papers citing "A Review of Symbolic, Subsymbolic and Hybrid Methods for Sequential Decision Making"

17 / 67 papers shown

Title
Deep Recurrent Q-Learning for Partially Observable MDPs Matthew J. Hausknecht Peter Stone 112 1,685 0 23 Jul 2015
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 568 8,005 0 13 Jun 2015
From Pixels to Torques: Policy Learning with Deep Dynamical Models Niklas Wahlström Thomas B. Schon M. Deisenroth 74 189 0 08 Feb 2015
The LAMA Planner: Guiding Cost-Based Anytime Planning with Landmarks Silvia Richter Matthias Westphal 71 734 0 16 Jan 2014
Playing Atari with Deep Reinforcement Learning Volodymyr Mnih Koray Kavukcuoglu David Silver Alex Graves Ioannis Antonoglou Daan Wierstra Martin Riedmiller 129 12,265 0 19 Dec 2013
SPUDD: Stochastic Planning using Decision Diagrams Jesse Hoey Robert St-Aubin Alan J. Hu Craig Boutilier 82 500 0 23 Jan 2013
Dyna-Style Planning with Linear Function Approximation and Prioritized Sweeping R. Sutton Csaba Szepesvári A. Geramifard Michael Bowling OffRL 86 203 0 13 Jun 2012
A Bayesian Model for Plan Recognition in RTS Games applied to StarCraft Gabriel Synnaeve P. Bessière 72 99 0 16 Nov 2011
Marvin: A Heuristic Search Planner with Online Macro-Action Learning A. Coles A. Coles 99 135 0 12 Oct 2011
Learning Symbolic Models of Stochastic Domains L. Kaelbling H. Pasula L. S. Zettlemoyer 114 241 0 10 Oct 2011
The Fast Downward Planning System M. Helmert 88 1,906 0 27 Sep 2011
Macro-FF: Improving AI Planning with Automatically Learned Macro-Operators A. Botea M. Enzenberger Martin Müller J. Schaeffer 99 233 0 09 Sep 2011
The 3rd International Planning Competition: Results and Analysis M. Fox D. Long 100 385 0 29 Jun 2011
SHOP2: An HTN Planning System T. Au O. Ilghami U. Kuter J. William Murdock Dana S. Nau D. Wu F. Yaman 112 1,167 0 24 Jun 2011
PDDL2.1: An Extension to PDDL for Expressing Temporal Planning Domains M. Fox D. Long 85 2,178 0 22 Jun 2011
Efficient Implementation of the Plan Graph in STAN M. Fox D. Long 86 144 0 27 May 2011
The Automatic Inference of State Invariants in TIM M. Fox D. Long 82 275 0 27 May 2011