Alborz Geramifard

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 36

Top Topics

Adobe Photoshop Cs

Logic Programming

Reinforcement Learning

Top Venues

Publications

Harshit Sikchi, Rohan Chitnis, Ahmed Touati, Alborz Geramifard, Amy Zhang, Scott Niekum
Score Models for Offline Goal-Conditioned Reinforcement Learning. ICLR (2024)
Rohan Chitnis, Shentao Yang, Alborz Geramifard
Sequential Decision-Making for Inline Text Autocomplete. CoRR (2024)
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
Overview of the Tenth Dialog System Technology Challenge: DSTC10. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Prajjwal Bhargava, Rohan Chitnis, Alborz Geramifard, Shagun Sodhani, Amy Zhang
When should we prefer Decision Transformers for Offline Reinforcement Learning? ICLR (2024)
Harshit Sikchi, Rohan Chitnis, Ahmed Touati, Alborz Geramifard, Amy Zhang, Scott Niekum
Score Models for Offline Goal-Conditioned Reinforcement Learning. CoRR (2023)
Khyathi Raghavi Chandu, Alborz Geramifard
Curriculum Script Distillation for Multilingual Visual Question Answering. CoRR (2023)
Tianjian Huang, Shaunak Ashish Halbe, Chinnadhurai Sankar, Pooyan Amini, Satwik Kottur, Alborz Geramifard, Meisam Razaviyayn, Ahmad Beirami
Robustness through Data Augmentation Loss Consistency. Trans. Mach. Learn. Res. 2023 (2023)
Prajjwal Bhargava, Rohan Chitnis, Alborz Geramifard, Shagun Sodhani, Amy Zhang
Sequence Modeling is a Robust Contender for Offline Reinforcement Learning. CoRR (2023)
Khyathi Raghavi Chandu, Alborz Geramifard
Multilingual Multimodality: A Taxonomical Survey of Datasets, Techniques, Challenges and Opportunities. CoRR (2022)
Kun Qian, Satwik Kottur, Ahmad Beirami, Shahin Shayandeh, Paul A. Crook, Alborz Geramifard, Zhou Yu, Chinnadhurai Sankar
Database Search Results Disambiguation for Task-Oriented Dialog Systems. NAACL-HLT (2022)
Qingyang Wu, Zhenzhong Lan, Kun Qian, Jing Gu, Alborz Geramifard, Zhou Yu
Memformer: A Memory-Augmented Transformer for Sequence Modeling. AACL/IJCNLP (Findings) (2022)
Jorge A. Mendez, Alborz Geramifard, Mohammad Ghavamzadeh, Bing Liu
Reinforcement Learning of Multi-Domain Dialog Policies Via Action Embeddings. CoRR (2022)
Satwik Kottur, Seungwhan Moon, Alborz Geramifard, Babak Damavandi
Navigating Connected Memories with a Task-oriented Dialog System. EMNLP (2022)
Satwik Kottur, Seungwhan Moon, Aram H. Markosyan, Hardik Shah, Babak Damavandi, Alborz Geramifard
Tell Your Story: Task-Oriented Dialogs for Interactive Content Creation. CoRR (2022)
Seungwhan Moon, Satwik Kottur, Alborz Geramifard, Babak Damavandi
Navigating Connected Memories with a Task-oriented Dialog System. CoRR (2022)
Kun Qian, Ahmad Beirami, Satwik Kottur, Shahin Shayandeh, Paul A. Crook, Alborz Geramifard, Zhou Yu, Chinnadhurai Sankar
Database Search Results Disambiguation for Task-Oriented Dialog Systems. CoRR (2021)
Hung Le, Chinnadhurai Sankar, Seungwhan Moon, Ahmad Beirami, Alborz Geramifard, Satwik Kottur
DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue. CoRR (2021)
Kun Qian, Ahmad Beirami, Zhouhan Lin, Ankita De, Alborz Geramifard, Zhou Yu, Chinnadhurai Sankar
Annotation Inconsistency and Entity Bias in MultiWOZ. SIGDIAL (2021)
Satwik Kottur, Chinnadhurai Sankar, Zhou Yu, Alborz Geramifard
DialogStitch: Synthetic Deeper and Multi-Context Task-Oriented Dialogs. SIGDIAL (2021)
Tianjian Huang, Shaunak Halbe, Chinnadhurai Sankar, Pooyan Amini, Satwik Kottur, Alborz Geramifard, Meisam Razaviyayn, Ahmad Beirami
DAIR: Data Augmented Invariant Regularization. CoRR (2021)
Yuxi Li, Alborz Geramifard, Lihong Li, Csaba Szepesvári, Tao Wang
Guest editorial: special issue on reinforcement learning for real life. Mach. Learn. 110 (9) (2021)
Kun Qian, Ahmad Beirami, Zhouhan Lin, Ankita De, Alborz Geramifard, Zhou Yu, Chinnadhurai Sankar
Annotation Inconsistency and Entity Bias in MultiWOZ. CoRR (2021)
Satwik Kottur, Paul A. Crook, Seungwhan Moon, Ahmad Beirami, Eunjoon Cho, Rajen Subba, Alborz Geramifard
An Analysis of State-of-the-Art Models for Situated Interactive MultiModal Conversations (SIMMC). SIGDIAL (2021)
Satwik Kottur, Seungwhan Moon, Alborz Geramifard, Babak Damavandi
SIMMC 2.0: A Task-oriented Dialog Dataset for Immersive Multimodal Conversations. EMNLP (1) (2021)
Hung Le, Chinnadhurai Sankar, Seungwhan Moon, Ahmad Beirami, Alborz Geramifard, Satwik Kottur
DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue. ACL/IJCNLP (1) (2021)
Alborz Geramifard
Conversational AI Efforts within Facebook AI Applied Research. MuCAI @ ACM Multimedia (2021)
Satwik Kottur, Seungwhan Moon, Alborz Geramifard, Babak Damavandi
SIMMC 2.0: A Task-oriented Dialog Dataset for Immersive Multimodal Conversations. CoRR (2021)
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
Overview of the Ninth Dialog System Technology Challenge: DSTC9. CoRR (2020)
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
Situated and Interactive Multimodal Conversations. CoRR (2020)
Zhenpeng Zhou, Ahmad Beirami, Paul A. Crook, Pararth Shah, Rajen Subba, Alborz Geramifard
Resource Constrained Dialog Policy Learning via Differentiable Inductive Logic Programming. CoRR (2020)
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
Situated and Interactive Multimodal Conversations. COLING (2020)
Zhenpeng Zhou, Ahmad Beirami, Paul A. Crook, Pararth Shah, Rajen Subba, Alborz Geramifard
Resource Constrained Dialog Policy Learning Via Differentiable Inductive Logic Programming. COLING (2020)
Paul A. Crook, Shivani Poddar, Ankita De, Semir Shafi, David Whitney, Alborz Geramifard, Rajen Subba
SIMMC: Situated Interactive Multi-Modal Conversational Data Collection And Evaluation Platform. CoRR (2019)
Praveen Kumar Bodigutla, Longshaokan Wang, Kate Ridgeway, Joshua Levy, Swanand Joshi, Alborz Geramifard, Spyros Matsoukas
Domain-Independent turn-level Dialogue Quality Evaluation via User Satisfaction Estimation. CoRR (2019)
Maryam Fazel-Zarandi, Shang-Wen Li, Jin Cao, Jared Casale, Peter Henderson, David Whitney, Alborz Geramifard
Learning Robust Dialog Policies in Noisy Environments. CoRR (2017)
Muthu Muthukrishnan, Andrew Tomkins, Larry P. Heck, Alborz Geramifard, Deepak Agarwal
The Future of Artificially Intelligent Assistants. KDD (2017)
Alborz Geramifard, Christoph Dann, Robert H. Klein, William Dabney, Jonathan P. How
RLPy: a value-function-based reinforcement learning framework for education and research. J. Mach. Learn. Res. 16 (2015)
Alborz Geramifard, Thomas J. Walsh, Nicholas Roy, Jonathan P. How
Batch-iFDD for Representation Expansion in Large MDPs. CoRR (2013)
Alborz Geramifard, Josh Redding, Jonathan P. How
Intelligent Cooperative Control Architecture: A Framework for Performance Improvement Using Safe Learning. J. Intell. Robotic Syst. 72 (1) (2013)
Alborz Geramifard, Thomas J. Walsh, Stefanie Tellex, Girish Chowdhary, Nicholas Roy, Jonathan P. How
A Tutorial on Linear Function Approximators for Dynamic Programming and Reinforcement Learning. Found. Trends Mach. Learn. 6 (4) (2013)
Joshua Mason Joseph, Alborz Geramifard, John W. Roberts, Jonathan P. How, Nicholas Roy
Reinforcement learning with misspecified model classes. ICRA (2013)
Alborz Geramifard, Thomas J. Walsh, Nicholas Roy, Jonathan P. How
Batch-iFDD for Representation Expansion in Large MDPs. UAI (2013)
Christopher Amato, Girish Chowdhary, Alborz Geramifard, N. Kemal Ure, Mykel J. Kochenderfer
Decentralized control of partially observable Markov decision processes. CDC (2013)
Richard S. Sutton, Csaba Szepesvári, Alborz Geramifard, Michael Bowling
Dyna-Style Planning with Linear Function Approximation and Prioritized Sweeping CoRR (2012)
N. Kemal Ure, Alborz Geramifard, Girish Chowdhary, Jonathan P. How
Adaptive Planning for Markov Decision Processes with Uncertain Transition Models via Incremental Feature Dependency Discovery. ECML/PKDD (2) (2012)
Alborz Geramifard, Joshua D. Redding, Joshua Mason Joseph, Nicholas Roy, Jonathan P. How
Model estimation within planning and learning. ACC (2012)
Alborz Geramifard, Joshua D. Redding, Nicholas Roy, Jonathan P. How
UAV cooperative control with stochastic risk models. ACC (2011)
Alborz Geramifard, Finale Doshi, Josh Redding, Nicholas Roy, Jonathan P. How
Online Discovery of Feature Dependencies. ICML (2011)
Josh Redding, Alborz Geramifard, Jonathan P. How
Actor-Critic Policy Learning in Cooperative Planning. AAAI Spring Symposium: Embedded Reasoning (2010)
Joshua D. Redding, Alborz Geramifard, Aditya Undurti, Han-Lim Choi, Jonathan P. How
An intelligent Cooperative Control Architecture. ACC (2010)
Ruijie He, Abraham Bachrach, Michael Achtelik, Alborz Geramifard, Daniel Gurdan, Samuel Prentice, Jan Stumpf, Nicholas Roy
On the Design and Use of a Micro Air Vehicle to Track and Avoid Adversaries. Int. J. Robotics Res. 29 (5) (2010)
Michael H. Bowling, Alborz Geramifard, David Wingate
Sigma point policy iteration. AAMAS (1) (2008)
Abraham Bachrach, Alborz Geramifard, Daniel Gurdan, Ruijie He, Sam Prentice, Jan Stumpf, Nicholas Roy
Co-ordinated Tracking and Planning Using Air and Ground Vehicles. ISER (2008)
Richard S. Sutton, Csaba Szepesvári, Alborz Geramifard, Michael H. Bowling
Dyna-Style Planning with Linear Function Approximation and Prioritized Sweeping. UAI (2008)
Alborz Geramifard, Peyman Nayeri, Reza Zamani-Nasab, Jafar Habibi
A Hybrid Three Layer Architecture for Fire Agent Management in Rescue Simulation Environment CoRR (2006)
Alborz Geramifard, Michael H. Bowling, Martin Zinkevich, Richard S. Sutton
iLSTD: Eligibility Traces and Convergence Analysis. NIPS (2006)
Alborz Geramifard, Michael H. Bowling, Richard S. Sutton
Incremental Least-Squares Temporal Difference Learning. AAAI (2006)
Alborz Geramifard, Pirooz Chubak, Vadim Bulitko
Biased Cost Pathfinding. AIIDE (2006)