Sparse Attentive Backtracking: Temporal CreditAssignment Through
Reminding

Sparse Attentive Backtracking: Temporal CreditAssignment Through Reminding

11 September 2018

Nan Rosemary Ke

Michael C. Mozer

Papers citing "Sparse Attentive Backtracking: Temporal CreditAssignment Through Reminding"

19 / 19 papers shown

Title
Instance Temperature Knowledge Distillation Zhengbo Zhang Yuxi Zhou Jia Gong Jun Liu Zhigang Tu 41 2 0 27 Jun 2024
MALT: Multi-scale Action Learning Transformer for Online Action Detection Zhipeng Yang Ruoyu Wang Yang Tan Liping Xie OffRL 43 1 0 31 May 2024
Selective Credit Assignment Veronica Chelu Diana Borsa Doina Precup Hado van Hasselt 29 2 0 20 Feb 2022
TransDreamer: Reinforcement Learning with Transformer World Models Changgu Chen Yi-Fu Wu Jaesik Yoon Sungjin Ahn OffRL 32 90 0 19 Feb 2022
Retrieval-Augmented Reinforcement Learning Anirudh Goyal A. Friesen Andrea Banino T. Weber Nan Rosemary Ke ... Michal Valko Simon Osindero Timothy Lillicrap N. Heess Charles Blundell OffRL 32 53 0 17 Feb 2022
Towards mental time travel: a hierarchical memory for reinforcement learning agents Andrew Kyle Lampinen Stephanie C. Y. Chan Andrea Banino Felix Hill 24 47 0 28 May 2021
An Information-Theoretic Perspective on Credit Assignment in Reinforcement Learning Dilip Arumugam Peter Henderson Pierre-Luc Bacon 24 17 0 10 Mar 2021
AIST: An Interpretable Attention-based Deep Learning Model for Crime Prediction Yeasir Rayhan T. Hashem 24 22 0 16 Dec 2020
Forethought and Hindsight in Credit Assignment Veronica Chelu Doina Precup H. V. Hasselt 22 25 0 26 Oct 2020
S2RMs: Spatially Structured Recurrent Modules Nasim Rahaman Anirudh Goyal Muhammad Waleed Gondal M. Wuthrich Stefan Bauer Yash Sharma Yoshua Bengio Bernhard Schölkopf 21 14 0 13 Jul 2020
COVI White Paper H. Alsdurf Edmond Belliveau Yoshua Bengio T. Deleu Prateek Gupta ... Abhinav Sharma B. Struck Jian Tang Martin Weiss Y. Yu 24 29 0 18 May 2020
Explicit Sparse Transformer: Concentrated Attention Through Explicit Selection Guangxiang Zhao Junyang Lin Zhiyuan Zhang Xuancheng Ren Qi Su Xu Sun 22 108 0 25 Dec 2019
Generalization of Reinforcement Learners with Working and Episodic Memory Meire Fortunato Melissa Tan Ryan Faulkner Steven Hansen Adria Puigdomenech Badia Gavin Buttimore Charlie Deck Joel Z Leibo Charles Blundell 21 70 0 29 Oct 2019
Understanding and Controlling Memory in Recurrent Neural Networks Doron Haviv A. Rivkind O. Barak 19 20 0 19 Feb 2019
Optimal Kronecker-Sum Approximation of Real Time Recurrent Learning Frederik Benzing M. Gauy Asier Mujika A. Martinsson Angelika Steger 23 22 0 11 Feb 2019
Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context Zihang Dai Zhilin Yang Yiming Yang J. Carbonell Quoc V. Le Ruslan Salakhutdinov VLM 38 3,674 0 09 Jan 2019
Optimizing Agent Behavior over Long Time Scales by Transporting Value Chia-Chun Hung Timothy Lillicrap Josh Abramson Yan Wu M. Berk Mirza Federico Carnevale Arun Ahuja Greg Wayne 29 121 0 15 Oct 2018
RUDDER: Return Decomposition for Delayed Rewards Jose A. Arjona-Medina Michael Gillhofer Michael Widrich Thomas Unterthiner Johannes Brandstetter Sepp Hochreiter 30 212 0 20 Jun 2018
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,926 0 17 Aug 2015