Ofra Amir
7 papers · 2016–2024 · 2 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(11)
Top co-authors
Research topics
Keywords
local explanation
(2)
policy summarization
(2)
explainable reinforcement learning
(2)
inverse reinforcement learning
(1)
saliency map
(1)
maximum likelihood estimation
(1)
statistical aggregation
(1)
counterfactual reasoning
(1)
agent behavior
(1)
counterfactual explanation
(1)
reward decomposition
(1)
imitation learning-based approach
(1)
user model
(1)
policy reconstruction
(1)
weighted aggregation
(1)
global explanation
(1)
human-agent collaboration
(1)
agent policy
(1)
truth discovery
(1)
source reliability
(1)
Papers
Explaining Reinforcement Learning Agents through Counterfactual Action Outcomes
AAAI 2024
Frustratingly Easy Truth Discovery
AAAI 2023
“I Don’t Think So”: Summarizing Policy Disagreements for Agent Comparison
AAAI 2022
Local and Global Explanations of Agent Behavior: Integrating Strategy Summaries with Saliency Maps (Extended Abstract)
IJCAI 2022
Exploring Computational User Models for Agent Policy Summarization
IJCAI 2019
Interactive Teaching Strategies for Agent Training
IJCAI 2016
Mutual Influence Potential Networks: Enabling Information Sharing in Loosely-Coupled Extended-Duration Teamwork
IJCAI 2016