L-SA: Learning Under-Explored Targets in Multi-Target Reinforcement Learning

23 May 2023

Minsu Lee

Papers citing "L-SA: Learning Under-Explored Targets in Multi-Target Reinforcement Learning"

20 / 20 papers shown

Title
Meta-learning with an Adaptive Task Scheduler Huaxiu Yao Yu Wang Ying Wei P. Zhao M. Mahdavi Defu Lian Chelsea Finn OOD 72 48 0 26 Oct 2021
Goal-Aware Cross-Entropy for Multi-Target Reinforcement Learning Kibeom Kim Min Whoo Lee Yoonsung Kim Je-hwan Ryu Minsu Lee Byoung-Tak Zhang 48 8 0 25 Oct 2021
Goal-Conditioned Reinforcement Learning with Imagined Subgoals Elliot Chane-Sane Cordelia Schmid Ivan Laptev 77 144 0 01 Jul 2021
Multi-Task Learning with Deep Neural Networks: A Survey M. Crawshaw CVBM 217 625 0 10 Sep 2020
Adaptive Task Sampling for Meta-Learning Chenghao Liu Zhihao Wang Doyen Sahoo Yuan Fang Kun Zhang Guosheng Lin 91 55 0 17 Jul 2020
Object Goal Navigation using Goal-Oriented Semantic Exploration Devendra Singh Chaplot Dhiraj Gandhi Abhinav Gupta Ruslan Salakhutdinov 94 523 0 01 Jul 2020
Automatic Curriculum Learning through Value Disagreement Yunzhi Zhang Pieter Abbeel Lerrel Pinto 70 109 0 17 Jun 2020
Supervised Contrastive Learning Prannay Khosla Piotr Teterwak Chen Wang Aaron Sarna Yonglong Tian Phillip Isola Aaron Maschinot Ce Liu Dilip Krishnan SSL 165 4,572 0 23 Apr 2020
Sparse Graphical Memory for Robust Planning Scott Emmons Ajay Jain Michael Laskin Thanard Kurutach Pieter Abbeel Deepak Pathak 78 50 0 13 Mar 2020
Never Give Up: Learning Directed Exploration Strategies Adria Puigdomenech Badia Pablo Sprechmann Alex Vitvitskyi Daniel Guo Bilal Piot ... O. Tieleman Martín Arjovsky Alexander Pritzel Andew Bolt Charles Blundell 72 299 0 14 Feb 2020
Maximum Entropy-Regularized Multi-Goal Reinforcement Learning Rui Zhao Xudong Sun Volker Tresp 63 83 0 21 May 2019
On Evaluation of Embodied Navigation Agents Peter Anderson Angel X. Chang Devendra Singh Chaplot Alexey Dosovitskiy Saurabh Gupta ... Jana Kosecka Jitendra Malik Roozbeh Mottaghi Manolis Savva Amir Zamir 117 802 0 18 Jul 2018
MINOS: Multimodal Indoor Simulator for Navigation in Complex Environments Manolis Savva Angel X. Chang Alexey Dosovitskiy Thomas Funkhouser V. Koltun 87 247 0 11 Dec 2017
A Survey on Multi-Task Learning Yu Zhang Qiang Yang AIMat 605 2,240 0 25 Jul 2017
Hindsight Experience Replay Marcin Andrychowicz Dwight Crow Alex Ray Jonas Schneider Rachel Fong Peter Welinder Bob McGrew Joshua Tobin Pieter Abbeel Wojciech Zaremba OffRL 274 2,337 0 05 Jul 2017
Gated-Attention Architectures for Task-Oriented Language Grounding Devendra Singh Chaplot Kanthashree Mysore Sathyendra Rama Kumar Pasumarthi Dheeraj Rajagopal Ruslan Salakhutdinov LM&Ro 63 279 0 22 Jun 2017
Automatic Goal Generation for Reinforcement Learning Agents Carlos Florensa David Held Xinyang Geng Pieter Abbeel 109 515 0 17 May 2017
Reinforcement Learning with Unsupervised Auxiliary Tasks Max Jaderberg Volodymyr Mnih Wojciech M. Czarnecki Tom Schaul Joel Z Leibo David Silver Koray Kavukcuoglu SSL 111 1,229 0 16 Nov 2016
ViZDoom: A Doom-based AI Research Platform for Visual Reinforcement Learning Michal Kempka Marek Wydmuch Grzegorz Runc Jakub Toczek Wojciech Ja'skowski 82 700 0 06 May 2016
Asynchronous Methods for Deep Reinforcement Learning Volodymyr Mnih Adria Puigdomenech Badia M. Berk Mirza Alex Graves Timothy Lillicrap Tim Harley David Silver Koray Kavukcuoglu 207 8,879 0 04 Feb 2016