Pietro Ferraro

3 papers · 2024–2026 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (10)

Venues

AAAI (1) ICML (1) NeurIPS (1)

Top co-authors

Homayoun Hamedmoghadam (2) Haozhe Tian (2) Mahdi Jalili (1) Anna Soligo (1) Robert Shorten (1) David Boyle (1) Robert Noel Shorten (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Reinforcement Learning (2) Core AI (2) Deep Learning (1) Robotics (1) Applications (1) Architectures (1) Capabilities (1) Core Methods (1) Learning Types (1) Methods (1) Optimization & Theory (1)

Keywords

reinforcement learning (1) policy optimization (1) attention mechanism (1) message passing (1) sparsity (1) adaptive regularization (1) safe reinforcement learning (1) critical system (1) safety constraint (1) safe control (1) correlation alignment (1) graph neural network (1) functional module (1) network dismantling (1) vital node identification (1) locality (1) louvain algorithm (1) minigrid environments (1)

Papers

Learning Network Dismantling Without Handcrafted Inputs AAAI 2026 Inducing, Detecting and Characterising Neural Modules: A Pipeline for Functional Interpretability in Reinforcement Learning ICML 2025 Reinforcement Learning with Adaptive Regularization for Safe Control of Critical Systems NeurIPS 2024