37 citations · 90 across the 19 of their papers we have counts for
3 papers · 1 filter
The Impact of Task Underspecification in Evaluating Deep Reinforcement Learning
Vindula Jayawardana, Catherine Tang, Sirui Li +2
Evaluations of Deep Reinforcement Learning (DRL) methods are an integral part of scientific progress of the field. Beyond designing DRL methods for general intelligence, designing…
Learning Eco-Driving Strategies at Signalized Intersections
Vindula Jayawardana, Cathy Wu
Signalized intersections in arterial roads result in persistent vehicle idling and excess accelerations, contributing to fuel consumption and CO2 emissions. There has thus been a l…
The Braess Paradox in Dynamic Traffic
Dingyi Zhuang, Yuzhu Huang, Vindula Jayawardana +3
The Braess's Paradox (BP) is the observation that adding one or more roads to the existing road network will counter-intuitively increase traffic congestion and slow down the overa…