This colloquium will comprise a series of invited talks which will be given by: Robin Evans, Hervé Isambert, Jakob Runge, Michèle Sebag, Ilya Shpitser, Mihaela Van der Schaar and Kun Zhang. In addition, we invite papers on all aspects of causality. Accepted papers will be published online and presented either within oral or poster sessions.

The colloquium on Fundamental Challenges on Causality (FunCausal) aims to bring together researchers interested in causality and willing to discuss novel approaches to causal discovery and causal inference. FunCausal will explore topics related to, but not limited to:

• Causal discovery
• Causal learning and control problems
• Theoretical foundation of causal inference
• Causal inference and active learning
• Causal learning in low data regime
• Reinforcement learning
• Causal machine learning
• Causal generative models
• Benchmark for causal discovery and causal reasoning