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Neural Networks 2022

Year Title Author Publication Code Tasks Notes Datasets Notions
2022 Branching Time Active Inference: The theory and its generality Champion et al. Neural Networks - Active Inference dSprites dataset Active inference is a state-of-the-art framework for modelling the brain that explains a wide range of mechanisms such as habit formation, dopaminergic discharge and curiosity.
2022 Active learning of causal structures with deep reinforcement learning Amirinezhad et al. Neural Networks - recovering causal relations Shannon’s entropy metric, GNN, reinforcement learning,Tra, Hard Synthetic Graph Generation