Mark Riedl

Mark Riedl

Georgia Institute of Technology

H-index: 52

North America-United States

About Mark Riedl

Mark Riedl, With an exceptional h-index of 52 and a recent h-index of 37 (since 2020), a distinguished researcher at Georgia Institute of Technology, specializes in the field of Artificial intelligence, Machine Learning, Storytelling, Explainable AI, Safe AI.

His recent articles reflect a diverse array of research interests and contributions to the field:

Is Exploration All You Need? Effective Exploration Characteristics for Transfer in Reinforcement Learning

Creating Suspenseful Stories: Iterative Planning with Large Language Models

Between Copyright and Computer Science: The Law and Ethics of Generative AI

Training value-aligned reinforcement learning agents using a normative prior

The Who in XAI: How AI Background Shapes Perceptions of AI Explanations

Social construction of XAI: Do we need one definition to rule them all?

Seamful XAI: Operationalizing seamful design in explainable AI

Human-Centered Explainable AI (HCXAI): Coming of Age

Mark Riedl Information

University

Position

Associate Professor of Interactive Computing

Citations(all)

10737

Citations(since 2020)

5832

Cited By

6778

hIndex(all)

52

hIndex(since 2020)

37

i10Index(all)

175

i10Index(since 2020)

121

Email

University Profile Page

Georgia Institute of Technology

Google Scholar

View Google Scholar Profile

Mark Riedl Skills & Research Interests

Artificial intelligence

Machine Learning

Storytelling

Explainable AI

Safe AI

Top articles of Mark Riedl

Title

Journal

Author(s)

Publication Date

Is Exploration All You Need? Effective Exploration Characteristics for Transfer in Reinforcement Learning

arXiv preprint arXiv:2404.02235

Jonathan C Balloch

Rishav Bhagat

Geigh Zollicoffer

Ruoran Jia

Julia Kim

...

2024/4/2

Creating Suspenseful Stories: Iterative Planning with Large Language Models

arXiv preprint arXiv:2402.17119

Kaige Xie

Mark Riedl

2024/2/27

Between Copyright and Computer Science: The Law and Ethics of Generative AI

Available at SSRN

Deven R Desai

Mark Riedl

2024/2/16

Training value-aligned reinforcement learning agents using a normative prior

IEEE Transactions on Artificial Intelligence

Md Sultan Al Nahian

Spencer Frazier

Mark Riedl

Brent Harrison

2024/2/16

The Who in XAI: How AI Background Shapes Perceptions of AI Explanations

Upol Ehsan

Samir Passi

Q Vera Liao

Larry Chan

I-Hsiang Lee

...

2024/5/11

Social construction of XAI: Do we need one definition to rule them all?

Patterns

Upol Ehsan

Mark O Riedl

2024/2/9

Seamful XAI: Operationalizing seamful design in explainable AI

arXiv preprint arXiv:2211.06753

Upol Ehsan

Q Vera Liao

Samir Passi

Mark O Riedl

Hal Daume III

2022/11/12

Human-Centered Explainable AI (HCXAI): Coming of Age

Upol Ehsan

Philipp Wintersberger

Elizabeth A Watkins

Carina Manger

Gonzalo Ramos

...

2023/4/19

Dialogue shaping: Empowering agents through npc interaction

arXiv preprint arXiv:2307.15833

Wei Zhou

Xiangyu Peng

Mark Riedl

2023/7/28

An Ontology of Co-Creative AI Systems

arXiv preprint arXiv:2310.07472

Zhiyu Lin

Mark Riedl

2023/10/11

Charting the sociotechnical gap in explainable ai: A framework to address the gap in xai

Proceedings of the ACM on Human-Computer Interaction

Upol Ehsan

Koustuv Saha

Munmun De Choudhury

Mark O Riedl

2023/4/16

Improving language models with advantage-based offline policy gradients

arXiv preprint arXiv:2305.14718

Ashutosh Baheti

Ximing Lu

Faeze Brahman

Ronan Le Bras

Maarten Sap

...

2023/5/24

Story shaping: Teaching agents human-like behavior with stories

Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment

Xiangyu Peng

Christopher Cui

Wei Zhou

Renee Jia

Mark Riedl

2023/10/6

Neuro-Symbolic World Models for Adapting to Open World Novelty

arXiv preprint arXiv:2301.06294

Jonathan Balloch

Zhiyu Lin

Robert Wright

Xiangyu Peng

Mustafa Hussain

...

2023/1/16

Few-Shot Dialogue Summarization via Skeleton-Assisted Prompt Transfer

arXiv preprint arXiv:2305.12077

Kaige Xie

Tong Yu

Haoliang Wang

Junda Wu

Handong Zhao

...

2023/5/20

A Controllable Co-Creative Agent for Game System Design

arXiv preprint arXiv:2308.02317

Rohan Agarwal

Zhiyu Lin

Mark Riedl

2023/8/4

Problem-solving or Solved Problems: Constricting design challenges in high-school engineering education to avoid (disruptive) failures

Proceedings of the 17th International Conference of the Learning Sciences-ICLS 2023, pp. 2113-2114

Yasmine Belghith

Julia Kim

Meltem Alemdar

Roxanne Moore

Jeffrey Rosen

...

2023

Why Don't You Do Something About It? Outlining Connections between AI Explanations and User Actions

arXiv preprint arXiv:2305.06297

Gennie Mansi

Mark Riedl

2023/5/10

Ambient adventures: Teaching chatgpt on developing complex stories

arXiv preprint arXiv:2308.01734

Zexin Chen

Eric Zhou

Kenneth Eaton

Xiangyu Peng

Mark Riedl

2023/8/3

Examining Hard and Soft Skill Prioritization in High School Engineering Education

Annual conference of the American Educational Research Association

Yasmine Belghith

Roxanne Moore

Meltem Alemdar

Jeffrey Rosen

Mark Riedl

...

2023/1

See List of Professors in Mark Riedl University(Georgia Institute of Technology)

Co-Authors

H-index: 39
Brian Magerko

Brian Magerko

Georgia Institute of Technology

H-index: 28
Vadim Bulitko

Vadim Bulitko

University of Alberta

H-index: 27
Boyang "Albert" Li

Boyang "Albert" Li

Nanyang Technological University

H-index: 26
michael nitsche

michael nitsche

Georgia Institute of Technology

H-index: 24
Rosa I. Arriaga

Rosa I. Arriaga

Georgia Institute of Technology

H-index: 24
Karen M. Feigh

Karen M. Feigh

Georgia Institute of Technology

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