Lillian J. Ratliff

1.2k total citations
59 papers, 541 citations indexed

About

Lillian J. Ratliff is a scholar working on Management Science and Operations Research, Transportation and Building and Construction. According to data from OpenAlex, Lillian J. Ratliff has authored 59 papers receiving a total of 541 indexed citations (citations by other indexed papers that have themselves been cited), including 22 papers in Management Science and Operations Research, 17 papers in Transportation and 15 papers in Building and Construction. Recurrent topics in Lillian J. Ratliff's work include Transportation Planning and Optimization (15 papers), Game Theory and Applications (11 papers) and Smart Parking Systems Research (9 papers). Lillian J. Ratliff is often cited by papers focused on Transportation Planning and Optimization (15 papers), Game Theory and Applications (11 papers) and Smart Parking Systems Research (9 papers). Lillian J. Ratliff collaborates with scholars based in United States, Sweden and Netherlands. Lillian J. Ratliff's co-authors include S. Shankar Sastry, Samuel A. Burden, Baosen Zhang, Roy Dong, Henrik Ohlsson, Samuel Coogan, Daniel Calderone, Ming Jin, Ioannis C. Konstantakopoulos and Costas J. Spanos and has published in prestigious journals such as IEEE Transactions on Automatic Control, Scientific Reports and Automatica.

In The Last Decade

Lillian J. Ratliff

54 papers receiving 507 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Lillian J. Ratliff United States 13 122 120 110 108 96 59 541
Buyang Cao China 14 61 0.5× 146 1.2× 120 1.1× 107 1.0× 96 1.0× 39 707
Tao Tang China 14 89 0.7× 136 1.1× 66 0.6× 64 0.6× 38 0.4× 61 541
Ali Louati Saudi Arabia 14 157 1.3× 148 1.2× 137 1.2× 43 0.4× 26 0.3× 40 480
Wang Fei-yue China 11 137 1.1× 92 0.8× 75 0.7× 44 0.4× 43 0.4× 29 568
Ilias Petrounias United Kingdom 11 58 0.5× 120 1.0× 131 1.2× 103 1.0× 55 0.6× 47 538
Markus Sinnl Austria 13 104 0.9× 44 0.4× 75 0.7× 97 0.9× 123 1.3× 46 799
Tung Kieu Denmark 13 72 0.6× 428 3.6× 194 1.8× 94 0.9× 108 1.1× 19 815
Merkouris Karaliopoulos Greece 13 70 0.6× 97 0.8× 91 0.8× 199 1.8× 53 0.6× 31 732
Tongyu Zhu China 14 101 0.8× 124 1.0× 248 2.3× 53 0.5× 24 0.3× 64 777
Chih‐Chieh Hung Taiwan 13 41 0.3× 136 1.1× 91 0.8× 60 0.6× 47 0.5× 39 684

Countries citing papers authored by Lillian J. Ratliff

Since Specialization
Citations

This map shows the geographic impact of Lillian J. Ratliff's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Lillian J. Ratliff with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Lillian J. Ratliff more than expected).

Fields of papers citing papers by Lillian J. Ratliff

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Lillian J. Ratliff. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Lillian J. Ratliff. The network helps show where Lillian J. Ratliff may publish in the future.

Co-authorship network of co-authors of Lillian J. Ratliff

This figure shows the co-authorship network connecting the top 25 collaborators of Lillian J. Ratliff. A scholar is included among the top collaborators of Lillian J. Ratliff based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Lillian J. Ratliff. Lillian J. Ratliff is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Ratliff, Lillian J., et al.. (2025). Human adaptation to adaptive machines converges to game-theoretic equilibria. Scientific Reports. 15(1). 29364–29364.
2.
Yu, Yue, et al.. (2023). Adaptive constraint satisfaction for Markov decision process congestion games: Application to transportation networks. Automatica. 151. 110879–110879. 1 indexed citations
3.
Ratliff, Lillian J., et al.. (2021). Local Convergence Analysis of Gradient Descent Ascent with Finite Timescale Separation. International Conference on Learning Representations. 1 indexed citations
4.
Ratliff, Lillian J., et al.. (2021). Global Convergence to Local Minmax Equilibrium in Classes of Nonconvex Zero-Sum Games. Neural Information Processing Systems. 34. 2 indexed citations
5.
Ratliff, Lillian J., et al.. (2020). Koopman Operator Applications in Signalized Traffic Systems. IEEE Transactions on Intelligent Transportation Systems. 23(4). 3214–3225. 12 indexed citations
6.
Ratliff, Lillian J., et al.. (2020). Policy-Gradient Algorithms Have No Guarantees of Convergence in Linear Quadratic Games. CaltechAUTHORS (California Institute of Technology). 860–868.
7.
Ratliff, Lillian J., et al.. (2020). Implicit Learning Dynamics in Stackelberg Games: Equilibria Characterization, Convergence Analysis, and Empirical Study. International Conference on Machine Learning. 1. 3133–3144. 21 indexed citations
8.
Talebi, Shahriar, et al.. (2019). Distributed Learning in Network Games: a Dual Averaging Approach. 5544–5549. 3 indexed citations
9.
Ratliff, Lillian J., et al.. (2019). Convergence Analysis of Gradient-Based Learning in Continuous Games.. CaltechAUTHORS (California Institute of Technology). 935–944. 2 indexed citations
10.
Ratliff, Lillian J., et al.. (2018). On the Convergence of Competitive, Multi-Agent Gradient-Based Learning.. arXiv (Cornell University). 1 indexed citations
11.
Ratliff, Lillian J., et al.. (2018). Uncertainty in Multi-Commodity Routing Networks: When does it help?. 29. 6553–6558. 4 indexed citations
12.
Ratliff, Lillian J., et al.. (2017). Risk-Sensitive Inverse Reinforcement Learning via Gradient Methods.. arXiv (Cornell University). 2 indexed citations
13.
Ratliff, Lillian J., et al.. (2017). Optimizing curbside parking resources subject to congestion constraints. 4. 5080–5085. 8 indexed citations
14.
Konstantakopoulos, Ioannis C., Lillian J. Ratliff, Ming Jin, & Costas J. Spanos. (2017). Leveraging correlations in utility learning. 5249–5256. 5 indexed citations
15.
Ratliff, Lillian J., et al.. (2015). Nuclear norm minimization for blind subspace identification (N2BSID). abs 1211 5608. 2127–2132. 4 indexed citations
16.
Ratliff, Lillian J., Roy Dong, Henrik Ohlsson, & S. Shankar Sastry. (2013). Behavior Modification and Utility Learning via Energy Disaggregation.. arXiv (Cornell University). 1 indexed citations
17.
Dong, Roy, Lillian J. Ratliff, Henrik Ohlsson, & S. Shankar Sastry. (2013). A dynamical systems approach to energy disaggregation. 6335–6340. 15 indexed citations
18.
Coogan, Samuel, Lillian J. Ratliff, Daniel Calderone, Claire J. Tomlin, & S. Shankar Sastry. (2013). Energy management via pricing in LQ dynamic games. 443–448. 23 indexed citations
19.
Ratliff, Lillian J., Samuel Coogan, Daniel Calderone, & S. Shankar Sastry. (2012). Pricing in linear-quadratic dynamic games. 1. 1798–1805. 11 indexed citations
20.
Ratliff, Lillian J. & Pushkin Kachroo. (2010). Validating Numerically Consistent Macroscopic Traffic Models Using Microscopic Data. Transportation Research Board 89th Annual MeetingTransportation Research Board. 1 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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