Artikkelit, joihin on yleisen käytön mandaatti - David AbelLisätietoja
Saatavilla jossain: 12
State abstractions for lifelong reinforcement learning
D Abel, D Arumugam, L Lehnert, M Littman
International Conference on Machine Learning, 10-19, 2018
Mandaatit: US Department of Defense
People construct simplified mental representations to plan
MK Ho, D Abel, CG Correa, ML Littman, JD Cohen, TL Griffiths
Nature 606 (7912), 129-136, 2022
Mandaatit: US National Science Foundation, US Department of Defense
On the expressivity of Markov reward
D Abel, W Dabney, A Harutyunyan, MK Ho, ML Littman, D Precup, ...
Advances in Neural Information Processing Systems, 2021
Mandaatit: US National Science Foundation, US Department of Defense
Policy and value transfer in lifelong reinforcement learning
D Abel, Y Jinnai, SY Guo, G Konidaris, M Littman
International Conference on Machine Learning, 20-29, 2018
Mandaatit: US Department of Defense
Value preserving state-action abstractions
D Abel, N Umbanhowar, K Khetarpal, D Arumugam, D Precup, M Littman
International Conference on Artificial Intelligence and Statistics, 1639-1650, 2020
Mandaatit: US Department of Defense
State abstraction as compression in apprenticeship learning
D Abel, D Arumugam, K Asadi, Y Jinnai, ML Littman, LLS Wong
AAAI Conference on Artificial Intelligence 33, 3134-3142, 2019
Mandaatit: US National Science Foundation, US Department of Defense
Discovering options for exploration by minimizing cover time
Y Jinnai, JW Park, D Abel, G Konidaris
International Conference on Machine Learning, 2019
Mandaatit: US Department of Defense
Finding options that minimize planning time
Y Jinnai, D Abel, DE Hershkowitz, M Littman, G Konidaris
International Conference on Machine Learning, 2018
Mandaatit: US National Science Foundation, US Department of Defense
Settling the reward hypothesis
M Bowling, JD Martin, D Abel, W Dabney
International Conference on Machine Learning, 3003-3020, 2023
Mandaatit: Natural Sciences and Engineering Research Council of Canada
The efficiency of human cognition reflects planned information processing
MK Ho, D Abel, JD Cohen, ML Littman, TL Griffiths
AAAI Conference on Artificial Intelligence, 2020
Mandaatit: US National Science Foundation, US Department of Defense
The expected-length model of options
D Abel, J Winder, M desJardins, ML Littman
International Joint Conference on Artificial Intelligence, 2019
Mandaatit: US National Science Foundation, US Department of Defense
Skill discovery with well-defined objectives
Y Jinnai, D Abel, JW Park, DE Hershkowitz, ML Littman, G Konidaris
Mandaatit: US National Science Foundation, US Department of Defense
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