Szymon Sidor

4 papers · 2017–2021 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

ICLR (2) ICML (1) NeurIPS (1)

Top co-authors

Jakub Pachocki (2) Rein Houthooft (1) Tamim Asfour (1) Igor Mordatch (1) Marcin Andrychowicz (1) Jianfeng Gao (1) Richard Y. Chen (1) Trapit Bansal (1) Nimrod Dorfman (1) Weizhu Chen (1)

Research topics

Reinforcement Learning (3) Artificial Intelligence (2) Machine Learning (2) Applications (2) Methods (2) Deep Learning (1) Core AI (1) Learning Paradigms (1) Learning Types (1) Optimization & Theory (1) Techniques (1)

Keywords

zero-shot transfer (2) deep reinforcement learning (1) off-policy learning (1) hyperparameter tuning (1) generative model (1) on-policy learning (1) model scaling (1) multi-agent competition (1) causal model (1) intuitive physics (1) evolutionary strategies (1) object-oriented model (1) schema network (1) skill acquisition (1) maximal update parametrization (1) neural network hyperparameter (1) parameter space noise (1) emergent complexity (1) causal inference (1) competitive multi-agent (1)

Papers

Tuning Large Neural Networks via Zero-Shot Hyperparameter Transfer NeurIPS 2021 Emergent Complexity via Multi-Agent Competition ICLR 2018 Parameter Space Noise for Exploration ICLR 2018 Schema Networks: Zero-shot Transfer with a Generative Causal Model of Intuitive Physics ICML 2017