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Hubert Soyer

5 papers · 2015–2020 · 4 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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+1 more ↓ 🌍 Conference Polyglot Β· Bronze πŸƒ Academic Marathon Β· Sprint πŸŒ‰ Interdisciplinary Bridge Β· Bronze πŸ—ΊοΈ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird
πŸš€ Conference Pioneer

Venues

ICLR (2) AAAI (1) ICML (1) NAACL (1)

Top co-authors

Lasse Espeholt (2) Shane Legg (1) Matthew M. Botvinick (1) Caglar Gulcehre (1) Iain Dunning (1) Matteo Hessel (1) Pontus Stenetorp (1) H. Francis Song (1) Martin Riedmiller (1) Gabriel Barth-Maron (1)

Research topics

Reinforcement Learning (4) Methods (4) Artificial Intelligence (3) Machine Learning (3) Core AI (3) Learning Types Β· Machine Learning (2) Deep Learning (1) Learning Types Β· Deep Learning (1) Optimization & Theory (1)

Keywords

reinforcement learning (2) multi-task learning (2) policy optimization (1) policy gradient (1) policy learning (1) deep learning (1) continuous control (1) maximum a posteriori (1) value function estimation (1) value estimation (1) partially observable environment (1) atari game (1) game ai (1) on-policy learning (1) deep rl (1) value-based method (1) distributed deep reinforcement learning (1) actor-learner architecture (1) off-policy correction (1) importance weighted (1)

Papers

Making Efficient Use of Demonstrations to Solve Hard Exploration Problems ICLR 2020 V-MPO: On-Policy Maximum a Posteriori Policy Optimization for Discrete and Continuous Control ICLR 2020 Multi-Task Deep Reinforcement Learning with PopArt AAAI 2019 IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures ICML 2018 CroVeWA: Crosslingual Vector-Based Writing Assistance NAACL 2015