Zhaohan Daniel Guo
Zhaohan Daniel Guo
DeepMind
Verified email at google.com - Homepage
Title
Cited by
Cited by
Year
Bootstrap your own latent: A new approach to self-supervised learning
JB Grill, F Strub, F Altché, C Tallec, PH Richemond, E Buchatskaya, ...
arXiv preprint arXiv:2006.07733, 2020
1862020
Joint semantic utterance classification and slot filling with recursive neural networks
D Guo, G Tur, W Yih, G Zweig
2014 IEEE Spoken Language Technology Workshop (SLT), 554-559, 2014
1282014
Agent57: Outperforming the atari human benchmark
AP Badia, B Piot, S Kapturowski, P Sprechmann, A Vitvitskyi, ZD Guo, ...
International Conference on Machine Learning, 507-517, 2020
782020
Using options and covariance testing for long horizon off-policy policy evaluation
ZD Guo, PS Thomas, E Brunskill
arXiv preprint arXiv:1703.03453, 2017
302017
Neural predictive belief representations
ZD Guo, MG Azar, B Piot, BA Pires, R Munos
arXiv preprint arXiv:1811.06407, 2018
262018
Never give up: Learning directed exploration strategies
AP Badia, P Sprechmann, A Vitvitskyi, D Guo, B Piot, S Kapturowski, ...
arXiv preprint arXiv:2002.06038, 2020
242020
Concurrent pac rl
Z Guo, E Brunskill
Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015
192015
A pac rl algorithm for episodic pomdps
ZD Guo, S Doroudi, E Brunskill
Artificial Intelligence and Statistics, 510-518, 2016
152016
Bootstrap latent-predictive representations for multitask reinforcement learning
ZD Guo, BA Pires, B Piot, JB Grill, F Altché, R Munos, MG Azar
International Conference on Machine Learning, 3875-3886, 2020
142020
Pac continuous state online multitask reinforcement learning with identification
Y Liu, Z Guo, E Brunskill
Proceedings of the 2016 International Conference on Autonomous Agents …, 2016
72016
Never give up: Learning directed exploration strategies
A Puigdomènech Badia, P Sprechmann, A Vitvitskyi, D Guo, B Piot, ...
arXiv e-prints, arXiv: 2002.06038, 2020
62020
Sample efficient feature selection for factored mdps
ZD Guo, E Brunskill
arXiv preprint arXiv:1703.03454, 2017
62017
Agent57: Outperforming the Atari Human Benchmark
A Puigdomènech Badia, B Piot, S Kapturowski, P Sprechmann, ...
arXiv e-prints, arXiv: 2003.13350, 2020
32020
Sample efficient learning with feature selection for factored MDPs
ZD Guo, E Brunskill
Proceedings of the 14th European Workshop on Reinforcement Learning. EWRL, 2018
32018
Directed exploration for reinforcement learning
ZD Guo, E Brunskill
arXiv preprint arXiv:1906.07805, 2019
22019
Using options for long-horizon off-policy evaluation
ZD Guo, PS Thomas, E Brunskill
arXiv preprint arXiv:1703.03453, 2017
22017
Geometric Entropic Exploration
ZD Guo, MG Azar, A Saade, S Thakoor, B Piot, BA Pires, M Valko, ...
arXiv preprint arXiv:2101.02055, 2021
12021
Directed exploration for improved sample efficiency in reinforcement learning
ZD Guo
Google, 2019
12019
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