Veronica Chelu

3 papers · 2020–2022 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

AAAI (2) NeurIPS (1)

Top co-authors

Doina Precup (1) Hado van Hasselt (1) Hado P van Hasselt (1) Shangtong Zhang (1) Ray Jiang (1) Adam White (1) Anthony GX-Chen (1) Joelle Pineau (1) Blake A. Richards (1)

Research topics

Machine Learning (2) Reinforcement Learning (2) Methods (2) Optimization & Theory (2) Applications (1) Learning Types (1)

Keywords

temporal difference learning (2) policy evaluation (1) policy learning (1) forward model (1) value function (1) value function approximation (1) off-policy learning (1) successor feature (1) credit assignment (1) experience replay (1) feature prediction (1) emphatic weighting (1) backward model (1) bootstrapping target (1) reinforcement learning (1) bootstrap target (1)

Papers

A Generalized Bootstrap Target for Value-Learning, Efficiently Combining Value and Feature Predictions AAAI 2022 Learning Expected Emphatic Traces for Deep RL AAAI 2022 Forethought and Hindsight in Credit Assignment NeurIPS 2020