Concepedia

Alborz Geramifard

AG

20

Publications

861

Citations

17

H-Index

2006

Active since

Affiliations

Massachusetts Institute of Technology(Current)

University of Alberta

American Institute of Aeronautics and Astronautics

Aerospace Testing (United States)

Alborz Geramifard is an author at Massachusetts Institute of Technology specializing in engineering, computer science, and robot learning.

Top concepts

EngineeringComputer ScienceRobot LearningArtificial IntelligenceIntelligent SystemsMachine LearningSystems EngineeringNatural Language ProcessingData ScienceComputational Linguistics

Publications per year

2006–2024

20

Publications

20

Decentralized control of partially observable Markov decision processes

Christopher Amato, Girish Chowdhary, Alborz Geramifard et al. · 2013 · 125 citations

Mathematical Programming, Agent Independence, Distributed Decision Making +13

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

Alborz Geramifard · Foundations and Trends® in Machine Learning · 2013 · 120 citations

Dyna-Style Planning with Linear Function Approximation and Prioritized Sweeping

Richard S. Sutton, Csaba Szepesvári, Alborz Geramifard et al. · arXiv (Cornell University) · 2012 · 107 citations · Full text

Mathematical Programming, Artificial Intelligence, Engineering +18

Incremental least-squares temporal difference learning

Alborz Geramifard · 2007 · 54 citations · Full text

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

Satwik Kottur, Seungwhan Moon, Alborz Geramifard et al. · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · 2021 · 53 citations · Full text

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