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Vlad Firoiu

3 papers · 2018–2022 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

ICML (2) ICLR (1)

Top co-authors

Sébastien Racanière (1) Lasse Espeholt (1) Doina Precup (1) Shane Legg (1) Eser Aygün (1) Yotam Doron (1) Koray Kavukcuoglu (1) Vlad Mnih (1) Rémi Munos (1) Iain Dunning (1)

Research topics

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

Keywords

reinforcement learning (1) multi-task learning (1) curriculum learning (1) theorem proving (1) graph representation (1) first-order logic (1) transformer network (1) hindsight experience replay (1) distributed deep reinforcement learning (1) actor-learner architecture (1) off-policy correction (1) importance weighted (1) neural network (1) goal-conditioned agent (1) setter-solver paradigm (1) goal feasibility (1)

Papers

Proving Theorems using Incremental Learning and Hindsight Experience Replay ICML 2022 Automated curriculum generation through setter-solver interactions ICLR 2020 IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures ICML 2018