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Yotam Amitai

About Yotam Amitai

Yotam Amitai, With an exceptional h-index of 2 and a recent h-index of 2 (since 2020), a distinguished researcher at Technion - Israel Institute of Technology, specializes in the field of Artificial Intelligence, Explainable AI, Reinforcement Learning, Automated Planning.

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

Explaining Reinforcement Learning Agents through Counterfactual Action Outcomes

Explaining Agent Preferences and Behavior: Integrating Reward Decomposition and Contrastive Highlights.

Enhancing User Understanding of Reinforcement Learning Agents Through Visual Explanations.

ASQ-IT: Interactive explanations for reinforcement-learning agents

Interactive explanations of agent behavior

“I Don’t Think So”: Summarizing Policy Disagreements for Agent Comparison

Automatic Generation of Flexible Plans via Diverse Temporal Planning

Yotam Amitai Information

University

Position

PhD candidate

Citations(all)

28

Citations(since 2020)

28

Cited By

0

hIndex(all)

2

hIndex(since 2020)

2

i10Index(all)

1

i10Index(since 2020)

1

Email

University Profile Page

Google Scholar

Yotam Amitai Skills & Research Interests

Artificial Intelligence

Explainable AI

Reinforcement Learning

Automated Planning

Top articles of Yotam Amitai

Explaining Reinforcement Learning Agents through Counterfactual Action Outcomes

Proceedings of the AAAI Conference on Artificial Intelligence

2024/3/24

Yotam Amitai
Yotam Amitai

H-Index: 0

Explaining Agent Preferences and Behavior: Integrating Reward Decomposition and Contrastive Highlights.

2023/5/30

Yotam Amitai
Yotam Amitai

H-Index: 0

Enhancing User Understanding of Reinforcement Learning Agents Through Visual Explanations.

2023/5/30

Yotam Amitai
Yotam Amitai

H-Index: 0

ASQ-IT: Interactive explanations for reinforcement-learning agents

arXiv preprint arXiv:2301.09941

2023/1/24

Yotam Amitai
Yotam Amitai

H-Index: 0

Guy Avni
Guy Avni

H-Index: 9

Interactive explanations of agent behavior

2022/4/13

Yotam Amitai
Yotam Amitai

H-Index: 0

Guy Avni
Guy Avni

H-Index: 9

“I Don’t Think So”: Summarizing Policy Disagreements for Agent Comparison

2022

Yotam Amitai
Yotam Amitai

H-Index: 0

Automatic Generation of Flexible Plans via Diverse Temporal Planning

Proceedings of the AAAI Conference on Artificial Intelligence

2021/5/18

Yotam Amitai
Yotam Amitai

H-Index: 0

Ayal Taitler
Ayal Taitler

H-Index: 3

Erez Karpas
Erez Karpas

H-Index: 15

See List of Professors in Yotam Amitai University(Technion - Israel Institute of Technology)