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, or decision-making in autonomous driving or robotic systems Reinforcement Learning and Agentic Control: Hands-on experience with reinforcement learning, multi-agent systems, or planning-based agents
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reasoning and task planning - Multi-agent collaborative decision-making for autonomous missions in complex, large-scale environments Duties The duties of a Postdoc primarily comprise research. You will
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, and agent-based modeling for care delivery Health equity, patient access, and system resilience Multi-modal data integration using EHR, claims, environmental, and behavioral datasets The successful
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School of Medicine Established in 1930, Duke University School of Medicine is the youngest of the nation's top medical schools. Ranked sixth among medical schools in the nation, the School takes
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: - Distributed task and motion planning - Multi-agent navigation in constrained environments - Predictive collaboration with heterogeneous teaming - Perception-aware predictive motion planning - Distributed and
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, the causative agent of cholera. We perform detailed studies using specimens derived from human samples. Projects include: Creating knock-out mutants to study how V. cholerae virulence is impacted by gut bacteria
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for this Postdoctoral researcher position will focus on one or more of following key areas, where proof of previous work with experimentally verified results is necessary: - Distributed task and motion planning - Multi
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-agent interactions in urban environments. Conduct research on how to comprehensively establish safety and risk assessment for autonomous vehicle systems by identifying potential failure modes, analyzing
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interdisciplinary teams. Preferred Knowledge, Skills, and Abilities: Experience scaling machine learning training and/or inference on multi-node HPC systems. History of implementing, adapting, or optimizing machine
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systems • Healthcare operations, resource allocation, and workflow optimization • Network, graph, and agent-based modeling for care delivery • Health equity, patient access, and system resilience • Multi