Publications

Journals

ASQ-IT: Interactive Explanations for Reinforcement-Learning Agents
Yotam Amitai, Ofra Amir, Guy Avni
2024 Artificial Intelligence: 104182.

Explaining Reinforcement Learning Agents through Counterfactual Action Outcomes
Yotam Amitai, Yael Septon, Ofra Amir
2024 AAAI Conference on Artificial Intelligence
"I Don't Think So": Summarizing Policy Disagreements for Agent Comparison
Yotam Amitai, Ofra Amir
2022 AAAI Conference on Artificial Intelligence
Automatic Generation of Flexible Plans via Diverse Temporal Planning
Yotam Amitai, Ayal Taitler, Erez Karpas
2021 AAAI Conference on Artificial Intelligence

Interactive Explanations of Agent Behavior
Yotam Amitai, Guy Avni, Ofra Amir
32nd International Conference on Automated Planning and Scheduling 2022 (ICAPS)
Workshop on eXplainable AI and Planning (XAIP)
Automatic Generation of Flexible Plans via Diverse Temporal Planning
Yotam Amitai, Ayal Taitler, Erez Karpas, Per-Olof Gutman
30th International Conference on Automated Planning and Scheduling 2020 (ICAPS)
Workshop on Knowledge Engineering for Planning and Scheduling (KEPS)

Explaining Agent Preferences and Behavior: Integrating Reward-Decomposition and Contrastive-Highlights
IJCAI 2023, The 32nd international joint conference on artificial intelligence, May 2023.

Interactive Explanations of Agent Behavior,
AAAI Spring Symposium Series, Mar 2023.
``I Don't Think So'': Summarizing Policy Disagreements for Agent Comparison,
Bar Ilan Symposium on the Foundations of AI, Feb 2023.
Interactive Explanations of Agent Behavior,
Israel Data Science Initiative conference, Jan 2023.
``I Don't Think So'': Summarizing Policy Disagreements for Agent Comparison,
AI Safety Israel Conference, Oct 2022.
Interactive Explanations of Agent Behavior,
Workshop on Human Behavioral Aspects of (X)AI, Sep 2022
``I Don't Think So'': Summarizing Policy Disagreements for Agent Comparison,
RaD-AI Workshop AAMAS, May 2022.
``I Don't Think So'': Summarizing Policy Disagreements for Agent Comparison,
Israel Data Science Initiative conference, Jan 2022.

Interactive Explanations of Agent Behavior
Technion Behavioral Data Science Symposium, Jan 2023.
Interactive Explanations of Agent Behavior
AI Safety Israel Conference, Oct 2022.
“I Don’t Think So”: Summarizing Policy Disagreements for Agent Comparison''
MLIS-TCE conference, Feb 2022. (Voted best poster).
"Conveying Agent Behavior Based on Human-Agent Interaction Context"
ICAPS Doctoral Consortium, Online, October 2020.

Automatically Generating Flexible Plans with Choice
Yotam Amitai
Supervisor: Erez Karpas
MS.c. thesis, September 2020

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