Incremental Least-Squares Temporal Difference Learning. - Alborz Geramifard; Michael H. Bowling; Richard S. Sutton (AAAI, 2006)

Biased Cost Pathfinding. - Alborz Geramifard; Pirooz Chubak; Vadim Bulitko (AIIDE, 2006)

iLSTD: Eligibility Traces and Convergence Analysis. - Alborz Geramifard; Michael H. Bowling; Martin Zinkevich; Richard S. Sutton (NIPS, 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)

Sigma point policy iteration. - Michael H. Bowling; Alborz Geramifard; David Wingate (AAMAS (1), 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 (ISER, 2008)

Dyna-Style Planning with Linear Function Approximation and Prioritized Sweeping. - Richard S. Sutton; Csaba Szepesvári; Alborz Geramifard; Michael H. Bowling (UAI, 2008)

Actor-Critic Policy Learning in Cooperative Planning. - Josh Redding; Alborz Geramifard; Jonathan P. How (AAAI Spring Symposium: Embedded Reasoning, 2010)

An intelligent Cooperative Control Architecture. - Joshua D. Redding; Alborz Geramifard; Aditya Undurti; Han-Lim Choi; Jonathan P. How (ACC, 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)

UAV cooperative control with stochastic risk models. - Alborz Geramifard; Joshua D. Redding; Nicholas Roy; Jonathan P. How (ACC, 2011)

Online Discovery of Feature Dependencies. - Alborz Geramifard; Finale Doshi; Josh Redding; Nicholas Roy; Jonathan P. How (ICML, 2011)

Model estimation within planning and learning. - Alborz Geramifard; Joshua D. Redding; Joshua Mason Joseph; Nicholas Roy; Jonathan P. How (ACC, 2012)

Adaptive Planning for Markov Decision Processes with Uncertain Transition Models via Incremental Feature Dependency Discovery. - N. Kemal Ure; Alborz Geramifard; Girish Chowdhary 001; Jonathan P. How (ECML/PKDD (2), 2012)

Decentralized control of partially observable Markov decision processes. - Christopher Amato; Girish Chowdhary 001; Alborz Geramifard; N. Kemal Ure; Mykel J. Kochenderfer (CDC, 2013)

Reinforcement learning with misspecified model classes. - Joshua Mason Joseph; Alborz Geramifard; John W. Roberts; Jonathan P. How; Nicholas Roy (ICRA, 2013)

Batch-iFDD for Representation Expansion in Large MDPs. - Alborz Geramifard; Thomas J. Walsh 001; Nicholas Roy; Jonathan P. How (UAI, 2013)

A Tutorial on Linear Function Approximators for Dynamic Programming and Reinforcement Learning. - Alborz Geramifard; Thomas J. Walsh 001; Stefanie Tellex; Girish Chowdhary 001; Nicholas Roy; Jonathan P. How (Found. Trends Mach. Learn., 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)

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)

The Future of Artificially Intelligent Assistants. - Muthu Muthukrishnan; Andrew Tomkins; Larry P. Heck; Alborz Geramifard; Deepak Agarwal (KDD, 2017)

Learning Robust Dialog Policies in Noisy Environments. - Maryam Fazel-Zarandi; Shang-Wen Li 001; Jin Cao 003; Jared Casale; Peter Henderson 002; David Whitney; Alborz Geramifard (CoRR, 2017)

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)

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)

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 (COLING, 2020)

Resource Constrained Dialog Policy Learning Via Differentiable Inductive Logic Programming. - Zhenpeng Zhou; Ahmad Beirami; Paul A. Crook; Pararth Shah; Rajen Subba; Alborz Geramifard (COLING, 2020)

DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue. - Hung Le 003; Chinnadhurai Sankar; Seungwhan Moon; Ahmad Beirami; Alborz Geramifard; Satwik Kottur (ACL/IJCNLP (1), 2021)

SIMMC 2.0: A Task-oriented Dialog Dataset for Immersive Multimodal Conversations. - Satwik Kottur; Seungwhan Moon; Alborz Geramifard; Babak Damavandi (EMNLP (1), 2021)

Conversational AI Efforts within Facebook AI Applied Research. - Alborz Geramifard (MuCAI @ ACM Multimedia, 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 (SIGDIAL, 2021)

DialogStitch: Synthetic Deeper and Multi-Context Task-Oriented Dialogs. - Satwik Kottur; Chinnadhurai Sankar; Zhou Yu; Alborz Geramifard (SIGDIAL, 2021)

Annotation Inconsistency and Entity Bias in MultiWOZ. - Kun Qian 016; Ahmad Beirami; Zhouhan Lin; Ankita De; Alborz Geramifard; Zhou Yu 005; Chinnadhurai Sankar (SIGDIAL, 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)

Guest editorial: special issue on reinforcement learning for real life. - Yuxi Li; Alborz Geramifard; Lihong Li 001; Csaba Szepesvári; Tao Wang (Mach. Learn., 2021)

Navigating Connected Memories with a Task-oriented Dialog System. - Satwik Kottur; Seungwhan Moon; Alborz Geramifard; Babak Damavandi (EMNLP, 2022)

Memformer: A Memory-Augmented Transformer for Sequence Modeling. - Qingyang Wu; Zhenzhong Lan; Kun Qian 016; Jing Gu; Alborz Geramifard; Zhou Yu 005 (AACL/IJCNLP (Findings), 2022)

Database Search Results Disambiguation for Task-Oriented Dialog Systems. - Kun Qian 016; Satwik Kottur; Ahmad Beirami; Shahin Shayandeh; Paul A. Crook; Alborz Geramifard; Zhou Yu 005; Chinnadhurai Sankar (NAACL-HLT, 2022)

Reinforcement Learning of Multi-Domain Dialog Policies Via Action Embeddings. - Jorge A. Mendez; Alborz Geramifard; Mohammad Ghavamzadeh; Bing Liu (CoRR, 2022)

Multilingual Multimodality: A Taxonomical Survey of Datasets, Techniques, Challenges and Opportunities. - Khyathi Raghavi Chandu; Alborz Geramifard (CoRR, 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)

Curriculum Script Distillation for Multilingual Visual Question Answering. - Khyathi Raghavi Chandu; Alborz Geramifard (CoRR, 2023)

Sequence Modeling is a Robust Contender for Offline Reinforcement Learning. - Prajjwal Bhargava; Rohan Chitnis; Alborz Geramifard; Shagun Sodhani; Amy Zhang 001 (CoRR, 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)

When should we prefer Decision Transformers for Offline Reinforcement Learning? - Prajjwal Bhargava; Rohan Chitnis; Alborz Geramifard; Shagun Sodhani; Amy Zhang 001 (ICLR, 2024)

Score Models for Offline Goal-Conditioned Reinforcement Learning. - Harshit Sikchi; Rohan Chitnis; Ahmed Touati; Alborz Geramifard; Amy Zhang 001; Scott Niekum (ICLR, 2024)

Sequential Decision-Making for Inline Text Autocomplete. - Rohan Chitnis; Shentao Yang; Alborz Geramifard (RLJ, 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 001; Yang Liu 004; Chao-Wei Huang; Dilek Hakkani-Tür; Jinchao Li; et al. (IEEE ACM Trans. Audio Speech Lang. Process., 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 001; Yang Feng 004; Jie Zhou 016; et al. (IEEE ACM Trans. Audio Speech Lang. Process., 2024)