Kanaad Parvate

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 7

Top Topics

Intelligent Transportation Systems

Traffic Control

Reinforcement Learning

Top Venues

IEEE Trans. Robotics

ACM Trans. Cyber Phys. Syst.

Publications

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) (2023)
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) (2022)
Eugene Vinitsky, Yuqing Du, Kanaad Parvate, Kathy Jang, Pieter Abbeel, Alexandre M. Bayen
Robust Reinforcement Learning using Adversarial Populations. CoRR (2020)
Eugene Vinitsky, Nathan Lichtle, Kanaad Parvate, Alexandre M. Bayen
Optimizing Mixed Autonomy Traffic Flow With Decentralized Autonomous Vehicles and Multi-Agent RL. CoRR (2020)
Eugene Vinitsky, Kanaad Parvate, Aboudy Kreidieh, Cathy Wu, Alexandre M. Bayen
Lagrangian Control through Deep-RL: Applications to Bottleneck Decongestion. ITSC (2018)
Cathy Wu, Aboudy Kreidieh, Kanaad Parvate, Eugene Vinitsky, Alexandre M. Bayen
Flow: Architecture and Benchmarking for Reinforcement Learning in Traffic Control. CoRR (2017)
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)