Lihong Li
Affiliations:- Amazon, Seattle, WA, USA
- Google, Kirkland, WA, USA (former)
- Microsoft Research, Redmond, WA, USA (former)
- Yahoo! Research, Santa Clara, CA, USA (former)
- Rutgers University, Piscataway, NJ, USA (former)
- University of Alberta, Edmonton, AB, Canada (former)
According to our database1,
Lihong Li
authored at least 132 papers
between 2003 and 2022.
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Bibliography
2022
CoRR, 2022
Proceedings of the RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
2021
Mach. Learn., 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Efficient Reinforcement Learning in Factored MDPs with Application to Constrained RL.
Proceedings of the 9th International Conference on Learning Representations, 2021
Off-policy Evaluation in Infinite-Horizon Reinforcement Learning with Latent Confounders.
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
2020
Data Efficient Training for Reinforcement Learning with Adaptive Behavior Policy Sharing.
CoRR, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
2019
Frontiers Comput. Sci., 2019
DualDICE: Behavior-Agnostic Estimation of Discounted Stationary Distribution Corrections.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
Proceedings of the Decision and Game Theory for Security - 9th International Conference, 2018
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Composite Task-Completion Dialogue System via Hierarchical Deep Reinforcement Learning.
CoRR, 2017
Investigation of Language Understanding Impact for Reinforcement Learning Based Dialogue Systems.
CoRR, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017
2016
Efficient Exploration for Dialog Policy Learning with Deep BBQ Networks \& Replay Buffer Spiking.
CoRR, 2016
Deep Reinforcement Learning with a Combinatorial Action Space for Predicting and Tracking Popular Discussion Threads.
CoRR, 2016
CoRR, 2016
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
Deep Reinforcement Learning with a Combinatorial Action Space for Predicting Popular Reddit Threads.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016
An efficient algorithm for contextual bandits with knapsacks, and an extension to concave objectives.
Proceedings of the 29th Conference on Learning Theory, 2016
Proceedings of the Algorithmic Learning Theory - 27th International Conference, 2016
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016
2015
CoRR, 2015
Counterfactual Estimation and Optimization of Click Metrics in Search Engines: A Case Study.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015
Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, 2015
Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, 2015
Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015
2014
ACM Trans. Intell. Syst. Technol., 2014
CoRR, 2014
Temporal supervised learning for inferring a dialog policy from example conversations.
Proceedings of the 2014 IEEE Spoken Language Technology Workshop, 2014
Proceedings of the 31th International Conference on Machine Learning, 2014
Proceedings of the 31th International Conference on Machine Learning, 2014
2013
Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial Intelligence, 2013
2012
An Online Learning Framework for Refining Recency Search Results with User Click Feedback.
ACM Trans. Inf. Syst., 2012
Proceedings of the Workshop on On-line Trading of Exploration and Exploitation 2, 2012
Proceedings of the COLT 2012, 2012
Inf. Syst. E Bus. Manag., 2012
Proceedings of the 21st World Wide Web Conference 2012, 2012
Proceedings of the User Modeling, Adaptation, and Personalization, 2012
Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, 2012
Proceedings of the Reinforcement Learning, 2012
2011
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011
Unbiased offline evaluation of contextual-bandit-based news article recommendation algorithms.
Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011
Proceedings of the 28th International Conference on Machine Learning, 2011
2010
CoRR, 2010
Ann. Math. Artif. Intell., 2010
Algorithmica, 2010
Proceedings of the 19th International Conference on World Wide Web, 2010
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010
2009
Auton. Agents Multi Agent Syst., 2009
Proceedings of the UAI 2009, 2009
Reinforcement learning for dialog management using least-squares Policy iteration and fast feature selection.
Proceedings of the INTERSPEECH 2009, 2009
Proceedings of the 26th Annual International Conference on Machine Learning, 2009
The adaptive <i>k</i>-meteorologists problem and its application to structure learning and feature selection in reinforcement learning.
Proceedings of the 26th Annual International Conference on Machine Learning, 2009
Proceedings of the 8th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2009), 2009
2008
Proceedings of the UAI 2008, 2008
Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2008
An analysis of linear models, linear value-function approximation, and feature selection for reinforcement learning.
Proceedings of the Machine Learning, 2008
Proceedings of the Machine Learning, 2008
A worst-case comparison between temporal difference and residual gradient with linear function approximation.
Proceedings of the Machine Learning, 2008
2007
Proceedings of the Machine Learning, 2007
Proceedings of the Machine Learning: ECML 2007, 2007
2006
Proceedings of the UAI '06, 2006
Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2006
2005
Proceedings of the Proceedings, 2005
2004
Proceedings of the Machine Learning: ECML 2004, 2004
2003
Proceedings of the AI 2003: Advances in Artificial Intelligence, 2003