Fabio Viola

5 papers · 2018–2021 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

Venues

ICML (3) ICLR (1) NeurIPS (1)

Top co-authors

Arthur Guez (4) Theophane Weber (4) Nicolas Heess (2) David Silver (2) Lars Buesing (2) Thomas Anthony (1) Matteo Hessel (1) Sims Witherspoon (1) Rémi Munos (1) Doina Precup (1)

Research topics

Reinforcement Learning (5) Methods (4) Artificial Intelligence (3) Applications (3) Core AI (3) Deep Learning (1) Machine Learning (1) Core Methods (1) Models (1)

Keywords

model-based reinforcement learning (3) value function (2) model learning (2) reinforcement learning (1) policy optimization (1) policy gradient (1) value iteration (1) continuous control (1) variance reduction (1) partial observability (1) generative model (1) state space model (1) variational autoencoder (1) counterfactual reasoning (1) model-free reinforcement learning (1) credit assignment (1) partial observation (1) policy update (1) spatial memory (1) regularized policy (1)

Papers

Counterfactual Credit Assignment in Model-Free Reinforcement Learning ICML 2021 Muesli: Combining Improvements in Policy Optimization ICML 2021 On the role of planning in model-based deep reinforcement learning ICLR 2021 Value-driven Hindsight Modelling NeurIPS 2020 Generative Temporal Models with Spatial Memory for Partially Observed Environments ICML 2018