| A contextual-bandit approach to personalized news article recommendation L Li, W Chu, J Langford, RE Schapire Proceedings of the 19th international conference on World wide web, 661-670, 2010 | 4119 | 2010 |
| An empirical evaluation of thompson sampling O Chapelle, L Li Advances in neural information processing systems 24, 2011 | 2145 | 2011 |
| Parallelized stochastic gradient descent M Zinkevich, M Weimer, L Li, A Smola Advances in neural information processing systems 23, 2010 | 1937 | 2010 |
| Contextual bandits with linear payoff functions W Chu, L Li, L Reyzin, R Schapire Proceedings of the fourteenth international conference on artificial …, 2011 | 1536 | 2011 |
| Neural approaches to conversational AI J Gao, M Galley, L Li The 41st international ACM SIGIR conference on research & development in …, 2018 | 1129 | 2018 |
| Doubly robust policy evaluation and learning M Dudík, J Langford, L Li arXiv preprint arXiv:1103.4601, 2011 | 1044 | 2011 |
| Doubly Robust Policy Evaluation and Learning M Dudık, J Langford, L Li | 1044* | |
| Doubly robust off-policy value evaluation for reinforcement learning N Jiang, L Li International conference on machine learning, 652-661, 2016 | 988 | 2016 |
| Unbiased offline evaluation of contextual-bandit-based news article recommendation algorithms L Li, W Chu, J Langford, X Wang Proceedings of the fourth ACM international conference on Web search and …, 2011 | 759 | 2011 |
| Towards a unified theory of state abstraction for MDPs. L Li, TJ Walsh, ML Littman AI&M 1 (2), 3, 2006 | 741 | 2006 |
| PAC model-free reinforcement learning AL Strehl, L Li, E Wiewiora, J Langford, ML Littman Proceedings of the 23rd international conference on Machine learning, 881-888, 2006 | 719 | 2006 |
| Taming the monster: A fast and simple algorithm for contextual bandits A Agarwal, D Hsu, S Kale, J Langford, L Li, R Schapire International conference on machine learning, 1638-1646, 2014 | 665 | 2014 |
| Sparse online learning via truncated gradient J Langford, L Li, T Zhang Advances in neural information processing systems 21, 2008 | 623 | 2008 |
| Towards end-to-end reinforcement learning of dialogue agents for information access B Dhingra, L Li, X Li, J Gao, YN Chen, F Ahmad, L Deng Proceedings of the 55th Annual Meeting of the Association for Computational …, 2017 | 591* | 2017 |
| Doubly robust policy evaluation and optimization M Dudík, D Erhan, J Langford, L Li | 576 | 2014 |
| End-to-end task-completion neural dialogue systems X Li, YN Chen, L Li, J Gao, A Celikyilmaz arXiv preprint arXiv:1703.01008, 2017 | 495 | 2017 |
| Neuro-symbolic program synthesis E Parisotto, A Mohamed, R Singh, L Li, D Zhou, P Kohli arXiv preprint arXiv:1611.01855, 2016 | 465 | 2016 |
| Breaking the curse of horizon: Infinite-horizon off-policy estimation Q Liu, L Li, Z Tang, D Zhou Advances in neural information processing systems 31, 2018 | 464 | 2018 |
| Provably optimal algorithms for generalized linear contextual bandits L Li, Y Lu, D Zhou International Conference on Machine Learning, 2071-2080, 2017 | 447 | 2017 |
| Dualdice: Behavior-agnostic estimation of discounted stationary distribution corrections O Nachum, Y Chow, B Dai, L Li Advances in neural information processing systems 32, 2019 | 440 | 2019 |
John LangfordMicrosoft Research New YorkVerified email at hunch.net
