Alborz Geramifard

According to our database, Alborz Geramifard authored at least 48 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

Overview of the Tenth Dialog System Technology Challenge: DSTC10.

Koichiro Yoshino, Yun-Nung Chen, Paul A. Crook, Satwik Kottur, Jinchao Li, Behnam Hedayatnia, Seungwhan Moon, Zhengcong Fei, Zekang Li, Jinchao Zhang, Yang Feng, Jie Zhou, Seokhwan Kim, Yang Liu, Di Jin, Alexandros Papangelis, Karthik Gopalakrishnan, Dilek Hakkani-Tur, Babak Damavandi, Alborz Geramifard, Chiori Hori, Ankit Shah, Chen Zhang, Haizhou Li, João Sedoc, Luis F. D'Haro, Rafael E. Banchs, Alexander Rudnicky

IEEE ACM Trans. Audio Speech Lang. Process., 2024

Overview of the Ninth Dialog System Technology Challenge: DSTC9.

R. Chulaka Gunasekara, Seokhwan Kim, Luis Fernando D'Haro, Abhinav Rastogi, Yun-Nung Chen, Mihail Eric, Behnam Hedayatnia, Karthik Gopalakrishnan, Yang Liu, Chao-Wei Huang, Dilek Hakkani-Tür, Jinchao Li, Qi Zhu, Lingxiao Luo, Lars Liden, Kaili Huang, Shahin Shayandeh, Runze Liang, Baolin Peng, Zheng Zhang, Swadheen Shukla, Minlie Huang, Jianfeng Gao, Shikib Mehri, Yulan Feng, Carla Gordon, Seyed Hossein Alavi, David R. Traum, Maxine Eskénazi, Ahmad Beirami, Eunjoon Cho, Paul A. Crook, Ankita De, Alborz Geramifard, Satwik Kottur, Seungwhan Moon, Shivani Poddar, Rajen Subba

IEEE ACM Trans. Audio Speech Lang. Process., 2024

Sequential Decision-Making for Inline Text Autocomplete.

Rohan Chitnis, Shentao Yang, Alborz Geramifard

RLJ, 2024

Score Models for Offline Goal-Conditioned Reinforcement Learning.

Harshit Sikchi, Rohan Chitnis, Ahmed Touati, Alborz Geramifard, Amy Zhang, Scott Niekum

Proceedings of the Twelfth International Conference on Learning Representations, 2024

When should we prefer Decision Transformers for Offline Reinforcement Learning?

Prajjwal Bhargava, Rohan Chitnis, Alborz Geramifard, Shagun Sodhani, Amy Zhang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Robustness through Data Augmentation Loss Consistency.

Tianjian Huang, Shaunak Ashish Halbe, Chinnadhurai Sankar, Pooyan Amini, Satwik Kottur, Alborz Geramifard, Meisam Razaviyayn, Ahmad Beirami

Trans. Mach. Learn. Res., 2023

Sequence Modeling is a Robust Contender for Offline Reinforcement Learning.

Prajjwal Bhargava, Rohan Chitnis, Alborz Geramifard, Shagun Sodhani, Amy Zhang

CoRR, 2023

Curriculum Script Distillation for Multilingual Visual Question Answering.

Khyathi Raghavi Chandu, Alborz Geramifard

CoRR, 2023

2022

Tell Your Story: Task-Oriented Dialogs for Interactive Content Creation.

Satwik Kottur, Seungwhan Moon, Aram H. Markosyan, Hardik Shah, Babak Damavandi, Alborz Geramifard

CoRR, 2022

Multilingual Multimodality: A Taxonomical Survey of Datasets, Techniques, Challenges and Opportunities.

Khyathi Raghavi Chandu, Alborz Geramifard

CoRR, 2022

Reinforcement Learning of Multi-Domain Dialog Policies Via Action Embeddings.

Jorge A. Mendez, Alborz Geramifard, Mohammad Ghavamzadeh, Bing Liu

CoRR, 2022

Database Search Results Disambiguation for Task-Oriented Dialog Systems.

Kun Qian, Satwik Kottur, Ahmad Beirami, Shahin Shayandeh, Paul A. Crook, Alborz Geramifard, Zhou Yu, Chinnadhurai Sankar

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Memformer: A Memory-Augmented Transformer for Sequence Modeling.

Qingyang Wu, Zhenzhong Lan, Kun Qian, Jing Gu, Alborz Geramifard, Zhou Yu

Proceedings of the Findings of the Association for Computational Linguistics: AACL-IJCNLP 2022, 2022

Navigating Connected Memories with a Task-oriented Dialog System.

Satwik Kottur, Seungwhan Moon, Alborz Geramifard, Babak Damavandi

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021

Guest editorial: special issue on reinforcement learning for real life.

Yuxi Li, Alborz Geramifard, Lihong Li, Csaba Szepesvári, Tao Wang

Mach. Learn., 2021

DAIR: Data Augmented Invariant Regularization.

Tianjian Huang, Shaunak Ashish Halbe, Chinnadhurai Sankar, Pooyan Amini, Satwik Kottur, Alborz Geramifard, Meisam Razaviyayn, Ahmad Beirami

CoRR, 2021

Annotation Inconsistency and Entity Bias in MultiWOZ.

Kun Qian, Ahmad Beirami, Zhouhan Lin, Ankita De, Alborz Geramifard, Zhou Yu, Chinnadhurai Sankar

Proceedings of the 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2021

DialogStitch: Synthetic Deeper and Multi-Context Task-Oriented Dialogs.

Satwik Kottur, Chinnadhurai Sankar, Zhou Yu, Alborz Geramifard

Proceedings of the 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2021

An Analysis of State-of-the-Art Models for Situated Interactive MultiModal Conversations (SIMMC).

Satwik Kottur, Paul A. Crook, Seungwhan Moon, Ahmad Beirami, Eunjoon Cho, Rajen Subba, Alborz Geramifard

Proceedings of the 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2021

Conversational AI Efforts within Facebook AI Applied Research.

Alborz Geramifard

Proceedings of the MuCAI'21: Proceedings of the 2nd ACM Multimedia Workshop on Multimodal Conversational AI, 2021

SIMMC 2.0: A Task-oriented Dialog Dataset for Immersive Multimodal Conversations.

Satwik Kottur, Seungwhan Moon, Alborz Geramifard, Babak Damavandi

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue.

Hung Le, Chinnadhurai Sankar, Seungwhan Moon, Ahmad Beirami, Alborz Geramifard, Satwik Kottur

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Resource Constrained Dialog Policy Learning Via Differentiable Inductive Logic Programming.

Zhenpeng Zhou, Ahmad Beirami, Paul A. Crook, Pararth Shah, Rajen Subba, Alborz Geramifard

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Situated and Interactive Multimodal Conversations.

Seungwhan Moon, Satwik Kottur, Paul A. Crook, Ankita De, Shivani Poddar, Theodore Levin, David Whitney, Daniel Difranco, Ahmad Beirami, Eunjoon Cho, Rajen Subba, Alborz Geramifard

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

SIMMC: Situated Interactive Multi-Modal Conversational Data Collection And Evaluation Platform.

Paul A. Crook, Shivani Poddar, Ankita De, Semir Shafi, David Whitney, Alborz Geramifard, Rajen Subba

CoRR, 2019

Domain-Independent turn-level Dialogue Quality Evaluation via User Satisfaction Estimation.

Praveen Kumar Bodigutla, Longshaokan Wang, Kate Ridgeway, Joshua Levy, Swanand Joshi, Alborz Geramifard, Spyros Matsoukas

CoRR, 2019

2017

Learning Robust Dialog Policies in Noisy Environments.

Maryam Fazel-Zarandi, Shang-Wen Li, Jin Cao, Jared Casale, Peter Henderson, David Whitney, Alborz Geramifard

CoRR, 2017

The Future of Artificially Intelligent Assistants.

Muthu Muthukrishnan, Andrew Tomkins, Larry P. Heck, Alborz Geramifard, Deepak Agarwal

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

2015

RLPy: a value-function-based reinforcement learning framework for education and research.

Alborz Geramifard, Christoph Dann, Robert H. Klein, William Dabney, Jonathan P. How

J. Mach. Learn. Res., 2015

2013

Intelligent Cooperative Control Architecture: A Framework for Performance Improvement Using Safe Learning.

Alborz Geramifard, Josh Redding, Jonathan P. How

J. Intell. Robotic Syst., 2013

A Tutorial on Linear Function Approximators for Dynamic Programming and Reinforcement Learning.

Alborz Geramifard, Thomas J. Walsh, Stefanie Tellex, Girish Chowdhary, Nicholas Roy, Jonathan P. How

Found. Trends Mach. Learn., 2013

Batch-iFDD for Representation Expansion in Large MDPs.

Alborz Geramifard, Thomas J. Walsh, Nicholas Roy, Jonathan P. How

Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial Intelligence, 2013

Reinforcement learning with misspecified model classes.

Joshua Mason Joseph, Alborz Geramifard, John W. Roberts, Jonathan P. How, Nicholas Roy

Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

Decentralized control of partially observable Markov decision processes.

Christopher Amato, Girish Chowdhary, Alborz Geramifard, N. Kemal Ure, Mykel J. Kochenderfer

Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

2012

Adaptive Planning for Markov Decision Processes with Uncertain Transition Models via Incremental Feature Dependency Discovery.

N. Kemal Ure, Alborz Geramifard, Girish Chowdhary, Jonathan P. How

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

Model estimation within planning and learning.

Alborz Geramifard, Joshua D. Redding, Joshua Mason Joseph, Nicholas Roy, Jonathan P. How

Proceedings of the American Control Conference, 2012

2011

Online Discovery of Feature Dependencies.

Alborz Geramifard, Finale Doshi, Josh Redding, Nicholas Roy, Jonathan P. How

Proceedings of the 28th International Conference on Machine Learning, 2011

UAV cooperative control with stochastic risk models.

Alborz Geramifard, Joshua D. Redding, Nicholas Roy, Jonathan P. How

Proceedings of the American Control Conference, 2011

2010

On the Design and Use of a Micro Air Vehicle to Track and Avoid Adversaries.

Ruijie He, Abraham Bachrach, Michael Achtelik, Alborz Geramifard, Daniel Gurdan, Samuel Prentice, Jan Stumpf, Nicholas Roy

Int. J. Robotics Res., 2010

An intelligent Cooperative Control Architecture.

Joshua D. Redding, Alborz Geramifard, Aditya Undurti, Han-Lim Choi, Jonathan P. How

Proceedings of the American Control Conference, 2010

Actor-Critic Policy Learning in Cooperative Planning.

Josh Redding, Alborz Geramifard, Jonathan P. How

Proceedings of the Embedded Reasoning, 2010

2008

Dyna-Style Planning with Linear Function Approximation and Prioritized Sweeping.

Richard S. Sutton, Csaba Szepesvári, Alborz Geramifard, Michael H. Bowling

Proceedings of the UAI 2008, 2008

Co-ordinated Tracking and Planning Using Air and Ground Vehicles.

Abraham Bachrach, Alborz Geramifard, Daniel Gurdan, Ruijie He, Sam Prentice, Jan Stumpf, Nicholas Roy

Proceedings of the Experimental Robotics, The Eleventh International Symposium, 2008

Sigma point policy iteration.

Michael H. Bowling, Alborz Geramifard, David Wingate

Proceedings of the 7th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008), 2008

2006

A Hybrid Three Layer Architecture for Fire Agent Management in Rescue Simulation Environment

Alborz Geramifard, Peyman Nayeri, Reza Zamani-Nasab, Jafar Habibi

CoRR, 2006

iLSTD: Eligibility Traces and Convergence Analysis.

Alborz Geramifard, Michael H. Bowling, Martin Zinkevich, Richard S. Sutton

Proceedings of the Advances in Neural Information Processing Systems 19, 2006

Biased Cost Pathfinding.

Alborz Geramifard, Pirooz Chubak, Vadim Bulitko

Proceedings of the Second Artificial Intelligence and Interactive Digital Entertainment Conference, 2006

Incremental Least-Squares Temporal Difference Learning.

Alborz Geramifard, Michael H. Bowling, Richard S. Sutton

Proceedings of the Proceedings, 2006