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Lifelong Learning using Eigentasks: Task Separation, Skill Acquisition,
  and Selective Transfer

Lifelong Learning using Eigentasks: Task Separation, Skill Acquisition, and Selective Transfer

14 July 2020
Aswin Raghavan
Jesse Hostetler
Indranil Sur
Abrar Rahman
Ajay Divakaran
    CLL
ArXiv (abs)PDFHTML

Papers citing "Lifelong Learning using Eigentasks: Task Separation, Skill Acquisition, and Selective Transfer"

4 / 4 papers shown
LOTUS: Continual Imitation Learning for Robot Manipulation Through
  Unsupervised Skill Discovery
LOTUS: Continual Imitation Learning for Robot Manipulation Through Unsupervised Skill DiscoveryIEEE International Conference on Robotics and Automation (ICRA), 2023
Weikang Wan
Yifeng Zhu
Rutav Shah
Yuke Zhu
SSLLM&RoVLMCLL
500
53
0
03 Nov 2023
A Domain-Agnostic Approach for Characterization of Lifelong Learning
  Systems
A Domain-Agnostic Approach for Characterization of Lifelong Learning SystemsNeural Networks (Neural Netw.), 2023
Megan M. Baker
Alexander New
Mario Aguilar-Simon
Ziad Al-Halah
Sébastien M. R. Arnold
...
Zifan Xu
A. Yanguas-Gil
Harel Yedidsion
Shangqun Yu
Gautam K. Vallabha
164
23
0
18 Jan 2023
System Design for an Integrated Lifelong Reinforcement Learning Agent
  for Real-Time Strategy Games
System Design for an Integrated Lifelong Reinforcement Learning Agent for Real-Time Strategy GamesInternational Conference on AI-ML-Systems (ICA), 2022
Indranil Sur
Z. Daniels
Abrar Rahman
Kamil Faber
Gianmarco J. Gallardo
...
Roberto Corizzo
Ajay Divakaran
M. Piacentino
Jesse Hostetler
Aswin Raghavan
CLLOffRL
139
5
0
08 Dec 2022
Model-Free Generative Replay for Lifelong Reinforcement Learning:
  Application to Starcraft-2
Model-Free Generative Replay for Lifelong Reinforcement Learning: Application to Starcraft-2
Z. Daniels
Aswin Raghavan
Jesse Hostetler
Abrar Rahman
Indranil Sur
M. Piacentino
Ajay Divakaran
CLLOffRL
246
15
0
09 Aug 2022
1
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