Rohan Paleja
7 papers · 2020–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (8) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (16)
π
Keyword Champion
(3)
Conferences
NIPS (4)
AAAI (1)
CORL (1)
RSS (1)
Top co-authors
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
STL: Still Tricky Logic (for System Validation, Even When Showing Your Work)
NIPS 2024
Designs for Enabling Collaboration in Human-Machine Teaming via Interactive and Explainable Systems
NIPS 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
NIPS 2021
Interpretable and Personalized Apprenticeship Scheduling: Learning Interpretable Scheduling Policies from Heterogeneous User Demonstrations
NIPS 2020
Learning from Suboptimal Demonstration via Self-Supervised Reward Regression
CORL 2020