Alborz Geramifard

62 papers A* 7A 2B 5C 3Journal 33Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
Agentic Reinforcement Learning for Real-World Code Repair.
CoRR
Siyu Zhu, Anastasiya Karpovich, Albert Chen, Jessica Koscheka, Shailesh Jannu, Di Wen, Yuqing Zhu, Rohit Jain, Alborz Geramifard
2025 J jnl
Planner-R1: Reward Shaping Enables Efficient Agentic RL with Smaller LLMs.
CoRR
Siyu Zhu, Yanbin Jiang, Hejian Sang, Shao Tang, Qingquan Song, Biao He, Rohit Jain, Zhipeng Wang, Alborz Geramifard
2024 J jnl
Overview of the Ninth Dialog System Technology Challenge: DSTC9.
IEEE ACM Trans. Audio Speech Lang. Process.
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
2024 J jnl
Overview of the Tenth Dialog System Technology Challenge: DSTC10.
IEEE ACM Trans. Audio Speech Lang. Process.
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
2024 A* conf
Score Models for Offline Goal-Conditioned Reinforcement Learning.
ICLR
Harshit Sikchi, Rohan Chitnis, Ahmed Touati, Alborz Geramifard, Amy Zhang, Scott Niekum
2024 J jnl
Sequential Decision-Making for Inline Text Autocomplete.
RLJ
Rohan Chitnis, Shentao Yang, Alborz Geramifard
2024 J jnl
Sequential Decision-Making for Inline Text Autocomplete.
CoRR
Rohan Chitnis, Shentao Yang, Alborz Geramifard
2024 A* conf
When should we prefer Decision Transformers for Offline Reinforcement Learning?
ICLR
Prajjwal Bhargava, Rohan Chitnis, Alborz Geramifard, Shagun Sodhani, Amy Zhang
2023 J jnl
Curriculum Script Distillation for Multilingual Visual Question Answering.
CoRR
Khyathi Raghavi Chandu, Alborz Geramifard
2023 J jnl
Robustness through Data Augmentation Loss Consistency.
Trans. Mach. Learn. Res.
Tianjian Huang, Shaunak Ashish Halbe, Chinnadhurai Sankar, Pooyan Amini, Satwik Kottur, Alborz Geramifard, Meisam Razaviyayn, Ahmad Beirami
2023 J jnl
Score Models for Offline Goal-Conditioned Reinforcement Learning.
CoRR
Harshit Sikchi, Rohan Chitnis, Ahmed Touati, Alborz Geramifard, Amy Zhang, Scott Niekum
2023 J jnl
Sequence Modeling is a Robust Contender for Offline Reinforcement Learning.
CoRR
Prajjwal Bhargava, Rohan Chitnis, Alborz Geramifard, Shagun Sodhani, Amy Zhang
2022 — conf
Database Search Results Disambiguation for Task-Oriented Dialog Systems.
NAACL-HLT
Kun Qian, Satwik Kottur, Ahmad Beirami, Shahin Shayandeh, Paul A. Crook, Alborz Geramifard, Zhou Yu, Chinnadhurai Sankar
2022 — conf
Memformer: A Memory-Augmented Transformer for Sequence Modeling.
AACL/IJCNLP (Findings)
Qingyang Wu, Zhenzhong Lan, Kun Qian, Jing Gu, Alborz Geramifard, Zhou Yu
2022 J jnl
Multilingual Multimodality: A Taxonomical Survey of Datasets, Techniques, Challenges and Opportunities.
CoRR
Khyathi Raghavi Chandu, Alborz Geramifard
2022 A* conf
Navigating Connected Memories with a Task-oriented Dialog System.
EMNLP
Satwik Kottur, Seungwhan Moon, Alborz Geramifard, Babak Damavandi
2022 J jnl
Navigating Connected Memories with a Task-oriented Dialog System.
CoRR
Seungwhan Moon, Satwik Kottur, Alborz Geramifard, Babak Damavandi
2022 J jnl
Reinforcement Learning of Multi-Domain Dialog Policies Via Action Embeddings.
CoRR
Jorge A. Mendez, Alborz Geramifard, Mohammad Ghavamzadeh, Bing Liu
2022 J jnl
Tell Your Story: Task-Oriented Dialogs for Interactive Content Creation.
CoRR
Satwik Kottur, Seungwhan Moon, Aram H. Markosyan, Hardik Shah, Babak Damavandi, Alborz Geramifard
2021 B conf
An Analysis of State-of-the-Art Models for Situated Interactive MultiModal Conversations (SIMMC).
SIGDIAL
Satwik Kottur, Paul A. Crook, Seungwhan Moon, Ahmad Beirami, Eunjoon Cho, Rajen Subba, Alborz Geramifard
2021 B conf
Annotation Inconsistency and Entity Bias in MultiWOZ.
SIGDIAL
Kun Qian, Ahmad Beirami, Zhouhan Lin, Ankita De, Alborz Geramifard, Zhou Yu, Chinnadhurai Sankar
2021 J jnl
Annotation Inconsistency and Entity Bias in MultiWOZ.
CoRR
Kun Qian, Ahmad Beirami, Zhouhan Lin, Ankita De, Alborz Geramifard, Zhou Yu, Chinnadhurai Sankar
2021 — conf
Conversational AI Efforts within Facebook AI Applied Research.
MuCAI @ ACM Multimedia
Alborz Geramifard
2021 J jnl
DAIR: Data Augmented Invariant Regularization.
CoRR
Tianjian Huang, Shaunak Ashish Halbe, Chinnadhurai Sankar, Pooyan Amini, Satwik Kottur, Alborz Geramifard, Meisam Razaviyayn, Ahmad Beirami
2021 — conf
DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue.
ACL/IJCNLP (1)
Hung Le, Chinnadhurai Sankar, Seungwhan Moon, Ahmad Beirami, Alborz Geramifard, Satwik Kottur
2021 J jnl
DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue.
CoRR
Hung Le, Chinnadhurai Sankar, Seungwhan Moon, Ahmad Beirami, Alborz Geramifard, Satwik Kottur
2021 J jnl
Database Search Results Disambiguation for Task-Oriented Dialog Systems.
CoRR
Kun Qian, Ahmad Beirami, Satwik Kottur, Shahin Shayandeh, Paul A. Crook, Alborz Geramifard, Zhou Yu, Chinnadhurai Sankar
2021 B conf
DialogStitch: Synthetic Deeper and Multi-Context Task-Oriented Dialogs.
SIGDIAL
Satwik Kottur, Chinnadhurai Sankar, Zhou Yu, Alborz Geramifard
2021 J jnl
Guest editorial: special issue on reinforcement learning for real life.
Mach. Learn.
Yuxi Li, Alborz Geramifard, Lihong Li, Csaba Szepesvári, Tao Wang
2021 — conf
SIMMC 2.0: A Task-oriented Dialog Dataset for Immersive Multimodal Conversations.
EMNLP (1)
Satwik Kottur, Seungwhan Moon, Alborz Geramifard, Babak Damavandi
2021 J jnl
SIMMC 2.0: A Task-oriented Dialog Dataset for Immersive Multimodal Conversations.
CoRR
Satwik Kottur, Seungwhan Moon, Alborz Geramifard, Babak Damavandi
2020 J jnl
Overview of the Ninth Dialog System Technology Challenge: DSTC9.
CoRR
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
2020 B conf
Resource Constrained Dialog Policy Learning Via Differentiable Inductive Logic Programming.
COLING
Zhenpeng Zhou, Ahmad Beirami, Paul A. Crook, Pararth Shah, Rajen Subba, Alborz Geramifard
2020 J jnl
Resource Constrained Dialog Policy Learning via Differentiable Inductive Logic Programming.
CoRR
Zhenpeng Zhou, Ahmad Beirami, Paul A. Crook, Pararth Shah, Rajen Subba, Alborz Geramifard
2020 B conf
Situated and Interactive Multimodal Conversations.
COLING
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
2020 J jnl
Situated and Interactive Multimodal Conversations.
CoRR
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
2019 J jnl
Domain-Independent turn-level Dialogue Quality Evaluation via User Satisfaction Estimation.
CoRR
Praveen Kumar Bodigutla, Longshaokan Wang, Kate Ridgeway, Joshua Levy, Swanand Joshi, Alborz Geramifard, Spyros Matsoukas
2019 J jnl
SIMMC: Situated Interactive Multi-Modal Conversational Data Collection And Evaluation Platform.
CoRR
Paul A. Crook, Shivani Poddar, Ankita De, Semir Shafi, David Whitney, Alborz Geramifard, Rajen Subba
2017 J jnl
Learning Robust Dialog Policies in Noisy Environments.
CoRR
Maryam Fazel-Zarandi, Shang-wen Li, Jin Cao, Jared Casale, Peter Henderson, David Whitney, Alborz Geramifard
2017 A* conf
The Future of Artificially Intelligent Assistants.
KDD
Muthu Muthukrishnan, Andrew Tomkins, Larry P. Heck, Alborz Geramifard, Deepak Agarwal
2015 J jnl
RLPy: a value-function-based reinforcement learning framework for education and research.
J. Mach. Learn. Res.
Alborz Geramifard, Christoph Dann, Robert H. Klein, William Dabney, Jonathan P. How
2013 J jnl
A Tutorial on Linear Function Approximators for Dynamic Programming and Reinforcement Learning.
Found. Trends Mach. Learn.
Alborz Geramifard, Thomas J. Walsh, Stefanie Tellex, Girish Chowdhary, Nicholas Roy, Jonathan P. How
2013 A conf
Batch-iFDD for Representation Expansion in Large MDPs.
UAI
Alborz Geramifard, Thomas J. Walsh, Nicholas Roy, Jonathan P. How
2013 J jnl
Batch-iFDD for Representation Expansion in Large MDPs.
CoRR
Alborz Geramifard, Thomas J. Walsh, Nicholas Roy, Jonathan P. How
2013 — conf
Decentralized control of partially observable Markov decision processes.
CDC
Christopher Amato, Girish Chowdhary, Alborz Geramifard, N. Kemal Ure, Mykel J. Kochenderfer
2013 J jnl
Intelligent Cooperative Control Architecture: A Framework for Performance Improvement Using Safe Learning.
J. Intell. Robotic Syst.
Alborz Geramifard, Josh Redding, Jonathan P. How
2013 A* conf
Reinforcement learning with misspecified model classes.
ICRA
Joshua Mason Joseph, Alborz Geramifard, John W. Roberts, Jonathan P. How, Nicholas Roy
2012 — conf
Adaptive Planning for Markov Decision Processes with Uncertain Transition Models via Incremental Feature Dependency Discovery.
ECML/PKDD (2)
N. Kemal Ure, Alborz Geramifard, Girish Chowdhary, Jonathan P. How
2012 J jnl
Dyna-Style Planning with Linear Function Approximation and Prioritized Sweeping
CoRR
Richard S. Sutton, Csaba Szepesvári, Alborz Geramifard, Michael Bowling
2012 C conf
Model estimation within planning and learning.
ACC
Alborz Geramifard, Joshua D. Redding, Joshua Mason Joseph, Nicholas Roy, Jonathan P. How
2011 A* conf
Online Discovery of Feature Dependencies.
ICML
Alborz Geramifard, Finale Doshi, Josh Redding, Nicholas Roy, Jonathan P. How
2011 C conf
UAV cooperative control with stochastic risk models.
ACC
Alborz Geramifard, Joshua D. Redding, Nicholas Roy, Jonathan P. How
2010 — conf
Actor-Critic Policy Learning in Cooperative Planning.
AAAI Spring Symposium: Embedded Reasoning
Josh Redding, Alborz Geramifard, Jonathan P. How
2010 C conf
An intelligent Cooperative Control Architecture.
ACC
Joshua D. Redding, Alborz Geramifard, Aditya Undurti, Han-Lim Choi, Jonathan P. How
2010 J jnl
On the Design and Use of a Micro Air Vehicle to Track and Avoid Adversaries.
Int. J. Robotics Res.
Ruijie He, Abraham Bachrach, Michael Achtelik, Alborz Geramifard, Daniel Gurdan, Samuel Prentice, Jan Stumpf, Nicholas Roy
2008 — conf
Co-ordinated Tracking and Planning Using Air and Ground Vehicles.
ISER
Abraham Bachrach, Alborz Geramifard, Daniel Gurdan, Ruijie He, Sam Prentice, Jan Stumpf, Nicholas Roy
2008 A conf
Dyna-Style Planning with Linear Function Approximation and Prioritized Sweeping.
UAI
Richard S. Sutton, Csaba Szepesvári, Alborz Geramifard, Michael H. Bowling
2008 — conf
Sigma point policy iteration.
AAMAS (1)
Michael H. Bowling, Alborz Geramifard, David Wingate
2006 J jnl
A Hybrid Three Layer Architecture for Fire Agent Management in Rescue Simulation Environment
CoRR
Alborz Geramifard, Peyman Nayeri, Reza Zamani-Nasab, Jafar Habibi
2006 — conf
Biased Cost Pathfinding.
AIIDE
Alborz Geramifard, Pirooz Chubak, Vadim Bulitko
2006 A* conf
Incremental Least-Squares Temporal Difference Learning.
AAAI
Alborz Geramifard, Michael H. Bowling, Richard S. Sutton
2006 — conf
iLSTD: Eligibility Traces and Convergence Analysis.
NIPS
Alborz Geramifard, Michael H. Bowling, Martin Zinkevich, Richard S. Sutton