Fabio Pardo

4 papers · 2018–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird

🧭 Keyword Pioneer

Venues

ICML (3) AAAI (1)

Top co-authors

Petar Kormushev (2) Vitaly Levdik (2) Volodymyr Mnih (1) Tim Genewein (1) Arash Tavakoli (1) Leonard Hasenclever (1) Harris Chan (1) Nicolas Heess (1) Anian Ruoss (1) Bonnie Li (1)

Research topics

Machine Learning (3) Reinforcement Learning (3) Applications (3) Learning Types · Machine Learning (3) Methods (2) Artificial Intelligence (1) Deep Learning (1) Robotics (1) Architectures (1) Capabilities (1) Core AI (1) Core Methods (1) Learning Paradigms (1) Learning Types · Deep Learning (1)

Keywords

reinforcement learning (3) imitation learning (2) policy optimization (1) in-context learning (1) markov decision process (1) motion capture (1) value iteration (1) continuous control (1) off-policy learning (1) convolutional neural network (1) foundation model (1) skill learning (1) goal-conditioned policy (1) exploration strategy (1) goal-conditioned reinforcement learning (1) markov property (1) control task (1) experience replay (1) skill reuse (1) multimodal demonstration (1)

Papers

LMAct: A Benchmark for In-Context Imitation Learning with Long Multimodal Demonstrations ICML 2025 CoMic: Complementary Task Learning & Mimicry for Reusable Skills ICML 2020 Scaling All-Goals Updates in Reinforcement Learning Using Convolutional Neural Networks AAAI 2020 Time Limits in Reinforcement Learning ICML 2018