Research output per year
Research output per year
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Weighted list of dominant concepts in the person's research.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Optimizing Mixed Autonomy Traffic Flow with Decentralized Autonomous Vehicles and Multi-Agent Reinforcement Learning
Vinitsky, E., Lichtle, N., Parvate, K. & Bayen, A., Apr 19 2023, In: ACM Transactions on Cyber-Physical Systems. 7, 2, p. 1-22 22 p.Research output: Contribution to journal › Article › peer-review
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Unified Automatic Control of Vehicular Systems With Reinforcement Learning
Yan, Z., Kreidieh, A. R., Vinitsky, E., Bayen, A. M. & Wu, C., Apr 1 2023, In: IEEE Transactions on Automation Science and Engineering. 20, 2, p. 789-804 16 p.Research output: Contribution to journal › Article › peer-review
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Deploying Traffic Smoothing Cruise Controllers Learned from Trajectory Data
Lichtle, N., Vinitsky, E., Nice, M., Seibold, B., Work, D. & Bayen, A. M., 2022, 2022 IEEE International Conference on Robotics and Automation, ICRA 2022. Institute of Electrical and Electronics Engineers Inc., p. 2884-2890 7 p. (Proceedings - IEEE International Conference on Robotics and Automation).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Flow: A Modular Learning Framework for Mixed Autonomy Traffic
Wu, C., Kreidieh, A. R., Parvate, K., Vinitsky, E. & Bayen, A. M., Apr 1 2022, In: IEEE Transactions on Robotics. 38, 2, p. 1270-1286 17 p.Research output: Contribution to journal › Article › peer-review
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Nocturne: a scalable driving benchmark for bringing multi-agent learning one step closer to the real world
Vinitsky, E., Lichtlé, N., Yang, X., Amos, B. & Foerster, J., 2022, Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 35).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution