Been There, Done That: Meta-Learning with Episodic Recall

Been There, Done That: Meta-Learning with Episodic Recall

24 May 2018

Z. Kurth-Nelson

Siddhant M. Jayakumar

Charles Blundell

Papers citing "Been There, Done That: Meta-Learning with Episodic Recall"

18 / 18 papers shown

Title
Fast and Robust: Task Sampling with Posterior and Diversity Synergies for Adaptive Decision-Makers in Randomized Environments Yun Qu Wenjie Wang Yixiu Mao Yiqin Lv Xiangyang Ji TTA 95 0 0 27 Apr 2025
Reconciling Shared versus Context-Specific Information in a Neural Network Model of Latent Causes Qihong Lu Tan Nguyen Qiong Zhang Uri Hasson Thomas Griffiths Jeffrey M. Zacks Samuel Gershman K. A. Norman 43 4 0 13 Dec 2023
Meta-Learned Models of Cognition Marcel Binz Ishita Dasgupta Akshay K. Jagadish M. Botvinick Jane X. Wang Eric Schulz 47 26 0 12 Apr 2023
A Tutorial on Meta-Reinforcement Learning Jacob Beck Risto Vuorio Emmy Liu Zheng Xiong L. Zintgraf Chelsea Finn Shimon Whiteson OOD OffRL 80 126 0 19 Jan 2023
Graceful Forgetting II. Data as a Process Alain de Cheveigné 32 0 0 20 Nov 2022
Transformers are Meta-Reinforcement Learners Luckeciano C. Melo OffRL 51 50 0 14 Jun 2022
Large-Scale Retrieval for Reinforcement Learning Peter C. Humphreys A. Guez O. Tieleman Laurent Sifre T. Weber Timothy Lillicrap RALM OffRL 45 26 0 10 Jun 2022
HALMA: Humanlike Abstraction Learning Meets Affordance in Rapid Problem Solving Sirui Xie Xiaojian Ma Peiyu Yu Yixin Zhu Ying Nian Wu Song-Chun Zhu 47 20 0 22 Feb 2021
Robust Domain Randomised Reinforcement Learning through Peer-to-Peer Distillation Chenyang Zhao Timothy M. Hospedales OOD 33 16 0 09 Dec 2020
Meta-learning in natural and artificial intelligence Jane X. Wang 48 112 0 26 Nov 2020
Learning to Learn Variational Semantic Memory Xiantong Zhen Yingjun Du Huan Xiong Qiang Qiu Cees G. M. Snoek Ling Shao SSL BDL VLM DRL 35 35 0 20 Oct 2020
Meta-Learning in Neural Networks: A Survey Timothy M. Hospedales Antreas Antoniou P. Micaelli Amos Storkey OOD 161 1,944 0 11 Apr 2020
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 46 70 0 29 Oct 2019
Meta-World: A Benchmark and Evaluation for Multi-Task and Meta Reinforcement Learning Tianhe Yu Deirdre Quillen Zhanpeng He Ryan Julian Avnish Narayan Hayden Shively Adithya Bellathur Karol Hausman Chelsea Finn Sergey Levine OffRL 110 1,140 0 24 Oct 2019
Meta reinforcement learning as task inference Jan Humplik Alexandre Galashov Leonard Hasenclever Pedro A. Ortega Yee Whye Teh N. Heess OffRL 56 127 0 15 May 2019
Deep Online Learning via Meta-Learning: Continual Adaptation for Model-Based RL Anusha Nagabandi Chelsea Finn Sergey Levine OffRL CLL 34 192 0 18 Dec 2018
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 37 122 0 15 Oct 2018
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 653 11,762 0 09 Mar 2017