Arec Jamgochian

Arec Jamgochian

Stanford University

H-index: 5

North America-United States

About Arec Jamgochian

Arec Jamgochian, With an exceptional h-index of 5 and a recent h-index of 5 (since 2020), a distinguished researcher at Stanford University, specializes in the field of planning under uncertainty, imitation learning, time-series forecasting.

His recent articles reflect a diverse array of research interests and contributions to the field:

ConstrainedZero: Chance-Constrained POMDP Planning using Learned Probabilistic Failure Surrogates and Adaptive Safety Constraints

Addressing Myopic Constrained POMDP Planning with Recursive Dual Ascent

Constrained Hierarchical Monte Carlo Belief-State Planning

Apparatus and method for post-processing a decision-making model of an autonomous vehicle using multivariate data

Explainability of autonomous vehicle decision making

Online planning for constrained POMDPs with continuous spaces through dual ascent

Shail: Safety-aware hierarchical adversarial imitation learning for autonomous driving in urban environments

Conditional Approximate Normalizing Flows for Joint Multi-Step Probabilistic Forecasting with Application to Electricity Demand

Arec Jamgochian Information

University

Position

PhD Candidate

Citations(all)

60

Citations(since 2020)

57

Cited By

2

hIndex(all)

5

hIndex(since 2020)

5

i10Index(all)

2

i10Index(since 2020)

2

Email

University Profile Page

Google Scholar

Arec Jamgochian Skills & Research Interests

planning under uncertainty

imitation learning

time-series forecasting

Top articles of Arec Jamgochian

ConstrainedZero: Chance-Constrained POMDP Planning using Learned Probabilistic Failure Surrogates and Adaptive Safety Constraints

arXiv preprint arXiv:2405.00644

2024/5/1

Addressing Myopic Constrained POMDP Planning with Recursive Dual Ascent

arXiv preprint arXiv:2403.17358

2024/3/26

Arec Jamgochian
Arec Jamgochian

H-Index: 1

Constrained Hierarchical Monte Carlo Belief-State Planning

arXiv preprint arXiv:2310.20054

2023/10/30

Arec Jamgochian
Arec Jamgochian

H-Index: 1

Anthony Corso
Anthony Corso

H-Index: 4

Apparatus and method for post-processing a decision-making model of an autonomous vehicle using multivariate data

2023/10/10

Explainability of autonomous vehicle decision making

2023/8/1

Online planning for constrained POMDPs with continuous spaces through dual ascent

Proceedings of the International Conference on Automated Planning and Scheduling

2023/7/1

Arec Jamgochian
Arec Jamgochian

H-Index: 1

Anthony Corso
Anthony Corso

H-Index: 4

Shail: Safety-aware hierarchical adversarial imitation learning for autonomous driving in urban environments

2023/5/29

Arec Jamgochian
Arec Jamgochian

H-Index: 1

Johannes Fischer
Johannes Fischer

H-Index: 0

Conditional Approximate Normalizing Flows for Joint Multi-Step Probabilistic Forecasting with Application to Electricity Demand

arXiv preprint arXiv:2201.02753

2022/1/8

Multi-Vehicle Control in Roundabouts using Decentralized Game-Theoretic Planning

arXiv preprint arXiv:2201.02718

2022/1/8

Arec Jamgochian
Arec Jamgochian

H-Index: 1

Kunal Menda
Kunal Menda

H-Index: 5

3D Neural Style Transfer

reconstruction

2022

Arec Jamgochian
Arec Jamgochian

H-Index: 1

Bernard Lange
Bernard Lange

H-Index: 0

First-order Context-based Adaptation for Generalizing to New Dynamical Systems

2022/9/29

Meta-sysid: A meta-learning approach for simultaneous identification and prediction

arXiv preprint arXiv:2206.00694

2022/6/1

POMDPs for safe visibility reasoning in autonomous vehicles

2021/3/4

Bernard Lange
Bernard Lange

H-Index: 0

Arec Jamgochian
Arec Jamgochian

H-Index: 1

See List of Professors in Arec Jamgochian University(Stanford University)