Kanaad Parvate

Flow: Architecture and Benchmarking for Reinforcement Learning in Traffic Control pdf

Alexandre M. Bayen, Eugene Vinitsky, Aboudy Kreidieh, 2017, ArXiv.

Lagrangian Control through Deep-RL: Applications to Bottleneck Decongestion

Alexandre M. Bayen, Eugene Vinitsky, Aboudy Kreidieh, 2018, 2018 21st International Conference on Intelligent Transportation Systems (ITSC).

Flow: A Modular Learning Framework for Mixed Autonomy Traffic

Alexandre M. Bayen, Eugene Vinitsky, Kanaad Parvate, 2017, IEEE Transactions on Robotics.

Robust Reinforcement Learning using Adversarial Populations pdf

Pieter Abbeel, Yuqing Du, Alexandre Bayen, 2020, ArXiv.

Flow: Deep Reinforcement Learning for Control in SUMO

Alexandre M. Bayen, Eugene Vinitsky, Aboudy Kreidieh, 2018 .

Optimizing Mixed Autonomy Traffic Flow With Decentralized Autonomous Vehicles and Multi-Agent RL pdf

Alexandre Bayen, Eugene Vinitsky, Kanaad Parvate, 2020, ArXiv.

On Training Robust Policies for Flow Smoothing

P. Abbeel, A. Bayen, Kanaad Parvate, 2020 .

Flow: A Modular Learning Framework for Autonomy in Traffic.

Eugene Vinitsky, Cathy Wu, Aboudy Kreidieh, 2017 .

Framework for control and deep reinforcement learning in traffic

Alexandre M. Bayen, Ankur Mehta, Eugene Vinitsky, 2017, 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC).