Rohan Paleja
7 papers · 2020–2024 · 4 venues · across top CS/AI venues
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Achievements
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π
Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(16)
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Keyword Champion
(3)
Venues
Top co-authors
Research topics
Keywords
explainable ai
(3)
human-machine teaming
(3)
learning from demonstration
(2)
interpretable policy
(2)
reinforcement learning
(2)
imitation learning
(2)
apprenticeship learning
(1)
scheduling optimization
(1)
reward learning
(1)
decision tree
(1)
explainable system
(1)
interactive agent
(1)
interpretable model
(1)
collaborative robot
(1)
formal specification
(1)
situational awareness
(1)
mental model
(1)
collaborative agent
(1)
signal temporal logic
(1)
suboptimal demonstration
(1)
Papers
Designs for Enabling Collaboration in Human-Machine Teaming via Interactive and Explainable Systems
NeurIPS 2024
STL: Still Tricky Logic (for System Validation, Even When Showing Your Work)
NeurIPS 2024
Learning Interpretable, High-Performing Policies for Autonomous Driving
RSS 2022
Mutual Understanding in Human-Machine Teaming
AAAI 2022
The Utility of Explainable AI in Ad Hoc Human-Machine Teaming
NeurIPS 2021
Interpretable and Personalized Apprenticeship Scheduling: Learning Interpretable Scheduling Policies from Heterogeneous User Demonstrations
NeurIPS 2020
Learning from Suboptimal Demonstration via Self-Supervised Reward Regression
CoRL 2020