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2020 – today
- 2023
[j2]Eugene Vinitsky
, Nathan Lichtlé, Kanaad Parvate, Alexandre M. Bayen:
Optimizing Mixed Autonomy Traffic Flow with Decentralized Autonomous Vehicles and Multi-Agent Reinforcement Learning. ACM Trans. Cyber Phys. Syst. 7(2): 13:1-13:22 (2023)- 2022
- [j1]Cathy Wu, Abdul Rahman Kreidieh, Kanaad Parvate, Eugene Vinitsky, Alexandre M. Bayen:
Flow: A Modular Learning Framework for Mixed Autonomy Traffic. IEEE Trans. Robotics 38(2): 1270-1286 (2022) - 2020
- [i3]Eugene Vinitsky, Yuqing Du, Kanaad Parvate, Kathy Jang, Pieter Abbeel, Alexandre M. Bayen:
Robust Reinforcement Learning using Adversarial Populations. CoRR abs/2008.01825 (2020) - [i2]Eugene Vinitsky, Nathan Lichtle, Kanaad Parvate, Alexandre M. Bayen:
Optimizing Mixed Autonomy Traffic Flow With Decentralized Autonomous Vehicles and Multi-Agent RL. CoRR abs/2011.00120 (2020)
2010 – 2019
- 2018
- [c2]Eugene Vinitsky, Kanaad Parvate, Aboudy Kreidieh, Cathy Wu, Alexandre M. Bayen:
Lagrangian Control through Deep-RL: Applications to Bottleneck Decongestion. ITSC 2018: 759-765 - 2017
- [c1]Cathy Wu, Kanaad Parvate, Nishant Kheterpal, Leah Dickstein, Ankur Mehta, Eugene Vinitsky, Alexandre M. Bayen:
Framework for control and deep reinforcement learning in traffic. ITSC 2017: 1-8 - [i1]Cathy Wu, Aboudy Kreidieh, Kanaad Parvate, Eugene Vinitsky, Alexandre M. Bayen:
Flow: Architecture and Benchmarking for Reinforcement Learning in Traffic Control. CoRR abs/1710.05465 (2017)
Coauthor Index
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