​
Login / Signup
Pedram Agand
Publication Activity (10 Years)
Years Active: 2017-2024
Publications (10 Years): 15
Top Topics
Traffic Signal Control
Lyapunov Stability
Learning Rules
Reinforcement Learning
Top Venues
CoRR
IJCNN
AAAI
ICRA
</>
Publications
</>
Pedram Agand
Knowledge Distillation from Single-Task Teachers to Multi-Task Student for End-to-End Autonomous Driving.
AAAI
(2024)
Yimeng Fan
,
Pedram Agand
,
Mo Chen
,
Edward J. Park
,
Allison Kennedy
,
Chanwoo Bae
Sequential Modeling of Complex Marine Navigation: Case Study on a Passenger Vessel (Student Abstract).
AAAI
(2024)
Yimeng Fan
,
Pedram Agand
,
Mo Chen
,
Edward J. Park
,
Allison Kennedy
,
Chanwoo Bae
Sequential Modeling of Complex Marine Navigation: Case Study on a Passenger Vessel (Student Abstract).
CoRR
(2024)
Pedram Agand
,
Michael Chang
,
Mo Chen
DMODE: Differential Monocular Object Distance Estimation Module Without Class Specific Information.
RoMoCo
(2024)
Pedram Agand
,
Mohammad Mahdavian
,
Manolis Savva
,
Mo Chen
LeTFuser: Light-weight End-to-end Transformer-Based Sensor Fusion for Autonomous Driving with Multi-Task Learning.
CoRR
(2023)
Pedram Agand
,
Allison Kennedy
,
Trevor Harris
,
Chanwoo Bae
,
Mo Chen
,
Edward J. Park
Fuel Consumption Prediction for a Passenger Ferry using Machine Learning and In-service Data: A Comparative Study.
CoRR
(2023)
Pedram Agand
,
Mo Chen
,
Hamid D. Taghirad
Online Probabilistic Model Identification Using Adaptive Recursive MCMC.
IJCNN
(2023)
Pedram Agand
,
Alexey Iskrov
,
Mo Chen
Deep Reinforcement Learning-Based Intelligent Traffic Signal Controls with Optimized CO2 Emissions.
IROS
(2023)
Pedram Agand
,
Alexey Iskrov
,
Mo Chen
Deep Reinforcement Learning-based Intelligent Traffic Signal Controls with Optimized CO2 emissions.
CoRR
(2023)
Pedram Agand
,
Mahdi Aliyari Shoorehdeli
Adaptive Model Learning of Neural Networks with UUB Stability for Robot Dynamic Estimation.
CoRR
(2022)
Pedram Agand
,
Michael Chang
,
Mo Chen
DMODE: Differential Monocular Object Distance Estimation Module without Class Specific Information.
CoRR
(2022)
Pedram Agand
,
Mahdi Taherahmadi
,
Angelica Lim
,
Mo Chen
Human Navigational Intent Inference with Probabilistic and Optimal Approaches.
ICRA
(2022)
Pedram Agand
,
Mo Chen
,
Hamid D. Taghirad
Online Probabilistic Model Identification using Adaptive Recursive MCMC.
CoRR
(2022)
Pedram Agand
,
Mahdi Aliyari Shoorehdeli
Adaptive Model Learning of Neural Networks with UUB Stability for Robot Dynamic Estimation.
IJCNN
(2019)
Pedram Agand
,
Mahdi Aliyari Shoorehdeli
,
Ali Khaki-Sedigh
Adaptive recurrent neural network with Lyapunov stability learning rules for robot dynamic terms identification.
Eng. Appl. Artif. Intell.
65 (2017)