Leveraging Knowledge Graph-Based Human-Like Memory Systems to Solve
Partially Observable Markov Decision Processes

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Leveraging Knowledge Graph-Based Human-Like Memory Systems to Solve Partially Observable Markov Decision Processes

11 August 2024

Vincent François-Lavet

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Papers citing "Leveraging Knowledge Graph-Based Human-Like Memory Systems to Solve Partially Observable Markov Decision Processes"

13 / 13 papers shown

Title
A Machine with Short-Term, Episodic, and Semantic Memory Systems Taewoon Kim Michael Cochez Vincent Franccois-Lavet Mark Antonius Neerincx Piek Vossen 73 5 0 05 Dec 2022
Learning What to Memorize: Using Intrinsic Motivation to Form Useful Memory in Partially Observable Reinforcement Learning Alper Demir 104 3 0 25 Oct 2021
Memory-based Deep Reinforcement Learning for POMDPs Lingheng Meng R. Gorbet Dana Kulic 89 99 0 24 Feb 2021
Episodic Memory Reader: Learning What to Remember for Question Answering from Streaming Data Moonsu Han Minki Kang Hyunwoo Jung Sung Ju Hwang RALM 61 19 0 14 Mar 2019
Integrating Episodic Memory into a Reinforcement Learning Agent using Reservoir Sampling Kenny Young R. Sutton Shuo Yang 53 10 0 01 Jun 2018
Episodic Memory Deep Q-Networks Zichuan Lin Tianqi Zhao Guangwen Yang Lintao Zhang OffRL 53 86 0 19 May 2018
Go for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning Rajarshi Das Shehzaad Dhuliawala Manzil Zaheer Luke Vilnis Ishan Durugkar A. Krishnamurthy Alex Smola Andrew McCallum KELM 101 513 0 15 Nov 2017
On overfitting and asymptotic bias in batch reinforcement learning with partial observability Vincent François-Lavet Guillaume Rabusseau Joelle Pineau D. Ernst R. Fonteneau OffRL 61 34 0 22 Sep 2017
DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning Wenhan Xiong Thi-Lan-Giao Hoang William Yang Wang 95 728 0 20 Jul 2017
Dueling Network Architectures for Deep Reinforcement Learning Ziyun Wang Tom Schaul Matteo Hessel H. V. Hasselt Marc Lanctot Nando de Freitas OffRL 91 3,769 0 20 Nov 2015
Deep Reinforcement Learning with Double Q-learning H. V. Hasselt A. Guez David Silver OffRL 175 7,665 0 22 Sep 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,364 0 22 Dec 2014
Playing Atari with Deep Reinforcement Learning Volodymyr Mnih Koray Kavukcuoglu David Silver Alex Graves Ioannis Antonoglou Daan Wierstra Martin Riedmiller 132 12,272 0 19 Dec 2013