Alborz Geramifard

发表

Sigma point policy iteration

Alborz Geramifard, Michael H. Bowling, David Wingate, 2008, AAMAS.

Actor-Critic Policy Learning in Cooperative Planning

Alborz Geramifard, Jonathan P. How, Joshua D. Redding, 2010, AAAI Spring Symposium: Embedded Reasoning.

Model estimation within planning and learning

Alborz Geramifard, Jonathan P. How, Joshua D. Redding, 2012, 2012 American Control Conference (ACC).

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

Alborz Geramifard, Ahmad Beirami, Seungwhan Moon, 2021, ArXiv.

iLSTD: Eligibility Traces and Convergence Analysis

Alborz Geramifard, Michael H. Bowling, Richard S. Sutton, 2006, NIPS.

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

Alborz Geramifard, Nicholas Roy, Abraham Bachrach, 2010, Int. J. Robotics Res..

Biased Cost Pathfinding

Alborz Geramifard, Vadim Bulitko, Pirooz Chubak, 2006, AIIDE.

The Future of Artificially Intelligent Assistants

Larry P. Heck, Alborz Geramifard, Andrew Tomkins, 2017, KDD.

Reinforcement learning with misspecified model classes

Alborz Geramifard, Jonathan P. How, Nicholas Roy, 2013, 2013 IEEE International Conference on Robotics and Automation.

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

Alborz Geramifard, Jonathan P. How, Joshua D. Redding, 2013, J. Intell. Robotic Syst..

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

Alborz Geramifard, Girish Chowdhary, Stefanie Tellex, 2013, Found. Trends Mach. Learn..

Decentralized control of Partially Observable Markov Decision Processes using belief space macro-actions

Alborz Geramifard, Girish Chowdhary, Mykel J. Kochenderfer, 2015, 2015 IEEE International Conference on Robotics and Automation (ICRA).

Multi-Agent Planning for Persistent Missions with Automated Battery Management

Alborz Geramifard, Jonathan P. How, N. Kemal Ure, 2011 .

Practical reinforcement learning using representation learning and safe exploration for large scale Markov decision processes

Alborz Geramifard, A. Geramifard, 2012 .

Incremental Least-Squares Temporal Difference Learning

Alborz Geramifard, Michael H. Bowling, Richard S. Sutton, 2006, AAAI.

Overview of the Ninth Dialog System Technology Challenge: DSTC9 pdf

Dilek Z. Hakkani-Tür, Alborz Geramifard, Jianfeng Gao, 2020, ArXiv.

Cooperative Mission Planning for Multi-UAV Teams

Alborz Geramifard, Sameera S. Ponda, Luke B. Johnson, 2015 .

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

David Whitney, Alborz Geramifard, Paul A. Crook, 2019, ArXiv.

Situated and Interactive Multimodal Conversations pdf

David Whitney, Alborz Geramifard, Paul A. Crook, 2020, COLING.

Co-ordinated Tracking and Planning Using Air and Ground Vehicles

Alborz Geramifard, Nicholas Roy, Abraham Bachrach, 2008, ISER.

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

Alborz Geramifard, Jonathan P. How, Girish Chowdhary, 2012, ECML/PKDD.

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

Alborz Geramifard, Jonathan P. How, Christoph Dann, 2015, J. Mach. Learn. Res..

Resource Constrained Dialog Policy Learning Via Differentiable Inductive Logic Programming

Pararth Shah, Alborz Geramifard, Paul A. Crook, 2020, COLING.

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

Alborz Geramifard, Praveen Kumar Bodigutla, Spyros Matsoukas, 2019, ArXiv.

Online Discovery of Feature Dependencies

Alborz Geramifard, Jonathan P. How, Joshua D. Redding, 2011, ICML.

Batch-iFDD for Representation Expansion in Large MDPs pdf

Alborz Geramifard, Jonathan P. How, Thomas J. Walsh, 2013, UAI.

Dyna-Style Planning with Linear Function Approximation and Prioritized Sweeping

Alborz Geramifard, Michael H. Bowling, Richard S. Sutton, 2008, UAI.

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

Alborz Geramifard, Jafar Habibi, Peyman Nayeri, 2006, ArXiv.

UAV cooperative control with stochastic risk models

Alborz Geramifard, Jonathan P. How, Joshua D. Redding, 2011, Proceedings of the 2011 American Control Conference.

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

Alborz Geramifard, Seungwhan Moon, Satwik Kottur, 2021, EMNLP.

Database Search Results Disambiguation for Task-Oriented Dialog Systems pdf

Alborz Geramifard, Paul A. Crook, Ahmad Beirami, 2021, NAACL.

Annotation Inconsistency and Entity Bias in MultiWOZ pdf

Alborz Geramifard, Zhou Yu, Ahmad Beirami, 2021, SIGDIAL.

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

Alborz Geramifard, Zhou Yu, Satwik Kottur, 2021, SIGDIAL.

DAIR: Data Augmented Invariant Regularization pdf

Alborz Geramifard, Meisam Razaviyayn, Ahmad Beirami, 2021, ArXiv.

Guest editorial: special issue on reinforcement learning for real life

Alborz Geramifard, Tao Wang, Csaba Szepesvári, 2021, Mach. Learn..

Conversational AI Efforts within Facebook AI Applied Research

Alborz Geramifard, 2021, MuCAI @ ACM Multimedia.

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

Alborz Geramifard, Paul A. Crook, Ahmad Beirami, 2021, SIGDIAL.

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

Alborz Geramifard, Ahmad Beirami, Seungwhan Moon, 2021, ACL.