Rapid Task-Solving in Novel Environments

Rapid Task-Solving in Novel Environments

5 June 2020

Laurent Sartran

Papers citing "Rapid Task-Solving in Novel Environments"

14 / 14 papers shown

Title
Learning Dynamic Cognitive Map with Autonomous Navigation Daria de Tinguy Tim Verbelen Bart Dhoedt 35 0 0 13 Nov 2024
MemoNav: Working Memory Model for Visual Navigation Hongxin Li Zeyu Wang Xueke Yang Yu-Ren Yang Shuqi Mei Zhaoxiang Zhang 44 5 0 29 Feb 2024
Recurrent Hypernetworks are Surprisingly Strong in Meta-RL Jacob Beck Risto Vuorio Zheng Xiong Shimon Whiteson 45 9 0 26 Sep 2023
Fast exploration and learning of latent graphs with aliased observations Miguel Lazaro-Gredilla Ishani Deshpande Siva K. Swaminathan Meet Dave Dileep George 23 3 0 13 Mar 2023
A Survey of Meta-Reinforcement Learning Jacob Beck Risto Vuorio E. Liu Zheng Xiong L. Zintgraf Chelsea Finn Shimon Whiteson OOD OffRL 37 122 0 19 Jan 2023
On learning history based policies for controlling Markov decision processes Gandharv Patil Aditya Mahajan Doina Precup OffRL 21 5 0 06 Nov 2022
Generalization Properties of Retrieval-based Models Soumya Basu A. S. Rawat Manzil Zaheer 31 6 0 06 Oct 2022
MemoNav: Selecting Informative Memories for Visual Navigation Hongxin Li Xueke Yang Yu-Ren Yang Shuqi Mei Zhaoxiang Zhang 18 4 0 20 Aug 2022
Transformers are Meta-Reinforcement Learners Luckeciano C. Melo OffRL 41 50 0 14 Jun 2022
TransDreamer: Reinforcement Learning with Transformer World Models Changgu Chen Yi-Fu Wu Jaesik Yoon Sungjin Ahn OffRL 32 90 0 19 Feb 2022
How to Learn and Represent Abstractions: An Investigation using Symbolic Alchemy Badr AlKhamissi Akshay Srinivasan Zeb-Kurth Nelson Samuel Ritter 33 1 0 14 Dec 2021
Teaching Agents how to Map: Spatial Reasoning for Multi-Object Navigation Pierre Marza L. Matignon Olivier Simonin Christian Wolf 42 23 0 13 Jul 2021
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
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 362 11,700 0 09 Mar 2017