Reid Simmons
10 papers · 2015–2025 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
Top co-authors
Research topics
Artificial Intelligence
(8)
Core AI
(8)
Machine Learning
(6)
Learning Types · Machine Learning
(5)
Reinforcement Learning
(3)
Applications
(3)
Deep Learning
(2)
Robotics
(1)
Capabilities
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory
(1)
Techniques
(1)
Keywords
uncertainty quantification
(2)
large language model
(2)
conformal prediction
(2)
interactive learning
(2)
human-ai interaction
(2)
imitation learning
(2)
transfer learning
(1)
human-robot interaction
(1)
online learning
(1)
policy learning
(1)
human feedback
(1)
behavior cloning
(1)
markov decision process
(1)
constraint satisfaction
(1)
knowledge distillation
(1)
query optimization
(1)
quantile estimation
(1)
domain knowledge
(1)
distribution shift
(1)
preference learning
(1)
Papers
Conformalized Interactive Imitation Learning: Handling Expert Shift and Intermittent Feedback
ICLR 2025
Sample-Efficient Behavior Cloning Using General Domain Knowledge
IJCAI 2025
Bootstrapping Cognitive Agents with a Large Language Model
AAAI 2024
Conformalized Teleoperation: Confidently Mapping Human Inputs to High-Dimensional Robot Actions
RSS 2024
Autonomous Agents: An Advanced Course on AI Integration and Deployment
AAAI 2023
Learning Human Contribution Preferences in Collaborative Human-Robot Tasks
CoRL 2023
INQUIRE: INteractive Querying for User-aware Informative REasoning
CoRL 2022
Interaction Considerations in Learning from Humans
IJCAI 2021
Understanding the Relationship between Interactions and Outcomes in Human-in-the-Loop Machine Learning
IJCAI 2021
Spectral Semi-Supervised Discourse Relation Classification
ACL 2015