2025
- Ferrara, F., Arana, L. W. S., Dörfler, F., & Li, S. H. Q. (2025). A Markov decision process framework for early maneuver decisions in satellite collision avoidance. AAS/AIAA Astrodynamics Specialist Conference, Boston, MA. Paper AAS 25-845.
PDF arXiv - Li, S. H. Q., Adjé, A., Garoche, P.-L., & Açıkmeşe, B. (2025). Set-based value operators for non-stationary and uncertain Markov decision processes. Automatica, 171, 111970.
PDF Elsevier
2024
- Li, S. H. Q., & Vinod, A. P. (2024). Markov Potential Game with Final-time Reach-Avoid Objectives. ArXiv Preprint ArXiv:2410.17690.
PDF arXiv - Yu, Y., Gao, Z., Li, S. H. Q., Wei, Q., Clarke, J.-P., & Topcu, U. (2024). Alpha-fair routing in urban air mobility with risk-aware constraints. 2024 American Control Conference (ACC), 2248–2253.
PDF IEEE - Li, S. H. Q., Yu, Y., Dörfler, F., & Lygeros, J. (2024). A Coupled Optimization Framework for Correlated Equilibria in Normal-Form Game. CDC 2024.
PDF arXiv - Pavlasek, N., Li, S. H. Q., Açıkmeşe, B., Oishi, M., & Danielson, C. (2024). Blameless and Optimal Control under Prioritized Safety Constraints. 2024 American Control Conference (ACC), 2311–2317.
PDF IEEE - Li, S. H. Q., & Dörfler, F. (2024). Mitigating Transient Bullwhip Effects Under Imperfect Demand Forecasts. CDC 2024.
PDF arXiv - Sarsılmaz, S. B., Li, S. H. Q., & Açıkmeşe, B. (2024). Revisiting disturbance decoupling with an optimization perspective. Annual Reviews in Control, 57, 100928.
PDF Elsevier
2023
- Li, S. H. Q., Yu, Y., Miguel, N. I., Calderone, D., Ratliff, L. J., & Açıkmeşe, B. (2023). Adaptive constraint satisfaction for Markov decision process congestion games: Application to transportation networks. Automatica, 151, 110879.
PDF Elsevier - Schmid, N., Fochesato, M., Li, S. H. Q., Sutter, T., & Lygeros, J. (2023). Computing optimal joint chance constrained control policies. arXiv Preprint ArXiv:2312.10495.
PDF arXiv
2022
- Li, S. H. Q., Ratliff, L. J., & Kumar, P. (2022). General Sum Stochastic Games with Networked Information Flows. ICLR 2022 Workshop.
PDF arXiv - Ranganathan, V., Kumar, P., Kaur, U., Li, S. H. Q., Chakraborty, T., & Chandra, R. (2022). Re-Inventing the Food Supply Chain with IoT. IEEE Internet of Things Magazine, 5(1), 41–47.
PDF IEEE - Yu, Y., Calderone, D., Li, S. H. Q., Ratliff, L. J., & Açıkmeşe, B. (2022). Variable demand and multi-commodity flow in Markovian network equilibrium. Automatica, 140, 110224.
PDF Elsevier - Li, S. H. Q., Calderone, D., & Açıkmeşe, B. (2022). Congestion-aware path coordination game with Markov decision process dynamics. IEEE Control Systems Letters.
PDF IEEE - Li, S. H. Q., Adjé, A., Garoche, P.-L., & Açıkmeşe, B. (2022). Set-based value operators for non-stationary Markovian environments. Preprint.
PDF arXiv - Li, S. H. Q., Mittal, A., & Açıkmeşe, B. (2022). Reducing Collision Risk in Multi-agent Path Planning: Application to Air Traffic Management. CoRL 2022 Workshop.
PDF arXiv
2021
- Li, S. H. Q., Adjé, A., Garoche, P.-L., & Açıkmeşe, B. (2021). Bounding fixed points of set-based Bellman operator and Nash equilibria of stochastic games. Automatica, 130, 109685.
PDF Elsevier
2020
- Li, S. H. Q., Adjé, A., Garoche, P.-L., & Açıkmeşe, B. (2020). Fixed Points of Set-based Bellman Operator. 21st IFAC World Congress Proceedings.
PDF arXiv - Li, S. H. Q., Ratliff, L., & Açıkmeşe, B. (2020). Disturbance Decoupling for Gradient-Based Multi-Agent Learning With Quadratic Costs. IEEE Control Systems Letters, 5(1), 223–228.
PDF arXiv
2019
- Li, S. H. Q., Yu, Y., Calderone, D., Ratliff, L., & Açıkmeşe, B. (2019). Tolling for constraint satisfaction in Markov decision process congestion games. ACC 2019, 1238–1243.
PDF IEEE - Li, S. H. Q., Calderone, D., Ratliff, L., & Açıkmeşe, B. (2019). Sensitivity analysis for Markov decision process congestion games. CDC 2019, 1301–1306.
PDF IEEE
2018