Agent Foundations 2025 at CMU
Agent Foundations for AI Alignment
March 3-7, 2025 in Pittsburgh, PA
Agent Foundations 2025 at CMU was a five-day gathering bringing together approximately 30 researchers in AI alignment to explore fundamental questions about Agent Foundations.
Topics included:
Bounded decision-making and resource-limited reasoning
Reflective stability and fixed points in agency
Logical decision theory and updateless decision theory
Causal vs evidential vs logical decision theory
Embedded agency
Natural abstraction hypothesis
Abstraction boundaries
Infra-Bayesian learning theory
Inner alignment and mesa-optimization
Logical causality
Multi-level world models
Game theory and multi-agent systems
Logical inductors and reflective reasoning
Foundations of reasoning under uncertainty
Coordination problems and acausal trade
Logical counterfactuals
Ontological crises and reasoning across ontologies
About
Workshop Papers
We solicited paper submissions to be presented at Agent Foundations 2025 at CMU. Accepted workshop papers can be viewed here.
FAQs
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This event has already taken place. We are no longer accepting applications for this event.
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The event took place March 3-7, 2025 at Carnegie Mellon University in Pittsburgh, PA.
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