Model-free, Model-based, and General Intelligence

6 June 2018

Papers citing "Model-free, Model-based, and General Intelligence"

18 / 18 papers shown

Title
Generalized Planning: Non-Deterministic Abstractions and Trajectory Constraints Blai Bonet Giuseppe De Giacomo Hector Geffner S. Rubin 27 41 0 26 Sep 2019
Feature-Based Aggregation and Deep Reinforcement Learning: A Survey and Some New Implementations Dimitri Bertsekas OffRL 59 131 0 12 Apr 2018
Features, Projections, and Representation Change for Generalized Planning Blai Bonet Hector Geffner 48 51 0 30 Jan 2018
Innateness, AlphaZero, and Artificial Intelligence G. Marcus 76 73 0 17 Jan 2018
Theoretical Impediments to Machine Learning With Seven Sparks from the Causal Revolution Judea Pearl CML 61 335 0 11 Jan 2018
Planning with Pixels in (Almost) Real Time Wilmer Bandres Blai Bonet Hector Geffner 30 22 0 10 Jan 2018
Deep Learning: A Critical Appraisal G. Marcus HAI VLM 129 1,042 0 02 Jan 2018
Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm David Silver Thomas Hubert Julian Schrittwieser Ioannis Antonoglou Matthew Lai ... D. Kumaran T. Graepel Timothy Lillicrap Karen Simonyan Demis Hassabis 145 1,781 0 05 Dec 2017
Learning Generalized Reactive Policies using Deep Neural Networks E. Groshev Maxwell Goldstein Aviv Tamar Siddharth Srivastava Pieter Abbeel 41 120 0 24 Aug 2017
Human-Level Intelligence or Animal-Like Abilities? Adnan Darwiche ELM VLM 25 91 0 13 Jul 2017
Thinking Fast and Slow with Deep Learning and Tree Search Thomas W. Anthony Zheng Tian David Barber 105 397 0 23 May 2017
Independently Controllable Features Emmanuel Bengio Valentin Thomas Joelle Pineau Doina Precup Yoshua Bengio DRL 59 67 0 22 Mar 2017
State of the Art Control of Atari Games Using Shallow Reinforcement Learning Yitao Liang Marlos C. Machado Erik Talvitie Michael Bowling 59 113 0 04 Dec 2015
A Symbolic SAT-based Algorithm for Almost-sure Reachability with Small Strategies in POMDPs K. Chatterjee Martin Chmelík Jessica Davies 109 42 0 26 Nov 2015
Neural Turing Machines Alex Graves Greg Wayne Ivo Danihelka 103 2,330 0 20 Oct 2014
Compiling Uncertainty Away in Conformant Planning Problems with Bounded Width Héctor Palacios Hector Geffner 55 168 0 15 Jan 2014
Speech Recognition with Deep Recurrent Neural Networks Alex Graves Abdel-rahman Mohamed Geoffrey E. Hinton 228 8,523 0 22 Mar 2013
The FF Planning System: Fast Plan Generation Through Heuristic Search Jörg Hoffmann Bernhard Nebel 84 2,357 0 03 Jun 2011