Xiaoxiao Guo
Xiaoxiao Guo
IBM T.J. Watson Research Center
Verified email at ibm.com - Homepage
TitleCited byYear
Action-conditional video prediction using deep networks in atari games
J Oh, X Guo, H Lee, RL Lewis, S Singh
Advances in neural information processing systems, 2863-2871, 2015
3972015
Deep learning for real-time Atari game play using offline Monte-Carlo tree search planning
X Guo, S Singh, H Lee, RL Lewis, X Wang
Advances in neural information processing systems, 3338-3346, 2014
2172014
R 3: Reinforced ranker-reader for open-domain question answering
S Wang, M Yu, X Guo, Z Wang, T Klinger, W Zhang, S Chang, G Tesauro, ...
Thirty-Second AAAI Conference on Artificial Intelligence, 2018
602018
Convolutional neural networks for steady flow approximation
X Guo, W Li, F Iorio
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016
602016
Dilated recurrent neural networks
S Chang, Y Zhang, W Han, M Yu, X Guo, W Tan, X Cui, M Witbrock, ...
Advances in Neural Information Processing Systems, 77-87, 2017
552017
Deepcas: An end-to-end predictor of information cascades
C Li, J Ma, X Guo, Q Mei
Proceedings of the 26th international conference on World Wide Web, 577-586, 2017
522017
Evidence aggregation for answer re-ranking in open-domain question answering
S Wang, M Yu, J Jiang, W Zhang, X Guo, S Chang, Z Wang, T Klinger, ...
arXiv preprint arXiv:1711.05116, 2017
352017
Eigenoption Discovery through the Deep Successor Representation
MC Machado, C Rosenbaum, X Guo, M Liu, G Tesauro, M Campbell
International Conference on Learning Representations (ICLR), 2018
232018
Deep memory networks for attitude identification
C Li, X Guo, Q Mei
Proceedings of the Tenth ACM International Conference on Web Search and Data …, 2017
232017
Deep learning for reward design to improve monte carlo tree search in atari games
X Guo, S Singh, R Lewis, H Lee
Proceedings of the Twenty-Fifth International Joint Conference on Artificial …, 2016
212016
Diverse Few-Shot Text Classification with Multiple Metrics
M Yu, X Guo, J Yi, S Chang, S Potdar, Y Cheng, G Tesauro, H Wang, ...
NAACL 2018, 2018
15*2018
Dialog-based Interactive Image Retrieval
X Guo, H Wu, Y Cheng, S Rennie, G Tesauro, RS Feris
Advances in Neural Information Processing Systems, 2018, 2018
72018
Learning to query, reason, and answer questions on ambiguous texts
X Guo, T Klinger, C Rosenbaum, JP Bigus, M Campbell, B Kawas, ...
International Conference on Learning Representations (ICLR), 2017
72017
Deep Learning Applied to Games
X Guo, C Li, Q Mei
IEEE/CAA Journal of Automatica Sinica, 2016
72016
One-Shot Relational Learning for Knowledge Graphs
W Xiong, M Yu, S Chang, X Guo, WY Wang
EMNLP 2018, 2018
62018
Deepgraph: Graph structure predicts network growth
C Li, X Guo, Q Mei
arXiv preprint arXiv:1610.06251, 2016
62016
Few-shot learning with meta metric learners
Y Cheng, M Yu, X Guo, B Zhou
arXiv preprint arXiv:1901.09890, 2019
42019
Scheduled Policy Optimization for Natural Language Communication with Intelligent Agents
W Xiong, X Guo, M Yu, S Chang, B Zhou, WY Wang
Proceedings of the 27th International Joint Conference on Artificial …, 2018
42018
Reward mapping for transfer in long-lived agents
X Guo, S Singh, RL Lewis
Advances in Neural Information Processing Systems, 2130-2138, 2013
42013
Hybrid reinforcement learning with expert state sequences
X Guo, S Chang, M Yu, G Tesauro, M Campbell
arXiv preprint arXiv:1903.04110, 2019
22019
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