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Alessandro Marin Vargas

3 papers · 2022–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver

Venues

NeurIPS (2) ICLR (1)

Top co-authors

Alberto Silvio Chiappa (2) Alexander Mathis (2) Ann Huang (1) Emanuele Luconi (1) Dario Liscai (1) Alessandro Sanzeni (1)

Research topics

Machine Learning (2) Reinforcement Learning (2) Applications · Reinforcement Learning (2) Core Methods (2) Artificial Intelligence (1) Deep Learning (1) Robotics (1) Applications · Robotics (1) Architectures (1) Core AI (1) Learning Types (1) Methods (1)

Keywords

reinforcement learning (2) policy optimization (1) locomotion control (1) visual cortex (1) motor control (1) attention mechanism (1) policy learning (1) model alignment (1) neural response (1) latent space (1) digital twin (1) robot locomotion (1) representational geometry (1) morphological perturbation (1) distributed policy (1) proprioceptive state (1) morphological change (1) population response geometry (1)

Papers

Beyond single neurons: population response geometry in digital twins of mouse visual cortex ICLR 2025 Latent exploration for Reinforcement Learning NeurIPS 2023 DMAP: a Distributed Morphological Attention Policy for learning to locomote with a changing body NeurIPS 2022