Joseph Campbell
11 papers · 2017–2026 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (33)
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Keyword Collector
(69)
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Trend Setter
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Century Club Β· Bronze
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Conference Pioneer
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Renaissance Researcher
(6)
Top co-authors
Research topics
Artificial Intelligence
(10)
Core AI
(10)
Reinforcement Learning
(6)
Machine Learning
(5)
Learning Types
(4)
Applications
(3)
Bayesian & Probabilistic
(3)
Methods
(3)
Deep Learning
(2)
Robotics
(2)
Capabilities
(2)
Computer Vision
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Analysis
(1)
Keywords
interaction primitive
(3)
large language model
(3)
multi-agent system
(3)
reinforcement learning
(2)
language model
(2)
multi-agent reinforcement learning
(2)
human-robot collaboration
(2)
deception detection
(2)
policy optimization
(1)
model predictive control
(1)
probabilistic modeling
(1)
human-robot interaction
(1)
reinforcement learning from human feedback
(1)
belief state
(1)
scene graph generation
(1)
policy learning
(1)
sample efficiency
(1)
structured probabilistic models
(1)
robust learning
(1)
strategic reasoning
(1)
Papers
Bayesian Social Deduction with Graph-Informed Language Models
ACL 2026
LieCraft: A Multi-Agent Framework for Evaluating Deceptive Capabilities in Language Models
AAAI 2026
HiKER-SGG: Hierarchical Knowledge Enhanced Robust Scene Graph Generation
CVPR 2024
Navigating Noisy Feedback: Enhancing Reinforcement Learning with Error-Prone Language Models
EMNLP 2024
Long-Horizon Dialogue Understanding for Role Identification in the Game of Avalon with Large Language Models
EMNLP 2023
Theory of Mind for Multi-Agent Collaboration via Large Language Models
EMNLP 2023
Concept Learning for Interpretable Multi-Agent Reinforcement Learning
CoRL 2022
Learning Predictive Models for Ergonomic Control of Prosthetic Devices
CoRL 2020
Probabilistic Multimodal Modeling for Human-Robot Interaction Tasks
RSS 2019
Bayesian Interaction Primitives: A SLAM Approach to Human-Robot Interaction
CoRL 2017
From the Lab to the Desert: Fast Prototyping and Learning of Robot Locomotion
RSS 2017