Nico Montali

3 papers · 2020–2023 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 👥 Mega-Team · Squad

Venues

NeurIPS (2) JMLR (1)

Top co-authors

Cole Gulino (2) Zoey Yang (2) Brandyn White (2) Paul Mougin (2) Dragomir Anguelov (2) Marcello Restelli (1) Rowan McAllister (1) Alberto Maria Metelli (1) Nicholas Rhinehart (1) Alex Kuefler (1)

Research topics

Artificial Intelligence (2) Core AI (2) Computer Vision (1) Machine Learning (1) Reinforcement Learning (1) Application Areas (1) Applications (1) Domain-Specific (1) Methods (1)

Keywords

multi-agent simulation (2) autonomous driving (2) policy optimization (1) trajectory prediction (1) importance sampling (1) variance reduction (1) off-policy learning (1) behavioral cloning (1) behavior modeling (1) model-free policy search (1) reinforcement learning (1) data-driven simulation (1) imitation learning (1)

Papers

The Waymo Open Sim Agents Challenge NeurIPS 2023 Waymax: An Accelerated, Data-Driven Simulator for Large-Scale Autonomous Driving Research NeurIPS 2023 Importance Sampling Techniques for Policy Optimization JMLR 2020