Edward Lockhart

7 papers · 2018–2022 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird 👥 Mega-Team · Squad

🔥 Unstoppable · Bronze

Venues

ICML (3) IJCAI (2) AAAI (1) ICLR (1)

Top co-authors

Finbarr Timbers (4) Marc Lanctot (4) Karl Tuyls (3) Martin Schmid (2) Florian Stimberg (2) Sander Dieleman (2) Norman Casagrande (2) Koray Kavukcuoglu (2) Neil Burch (2) Karen Simonyan (2)

Research topics

Reinforcement Learning (5) Applications (4) Methods (4) Artificial Intelligence (3) Machine Learning (3) Core AI (3) Deep Learning (1) Mathematics & Optimization (1) Speech & Audio (1) Application Areas (1) Learning Types (1) Models (1) Optimization (1) Optimization & Theory (1) Synthesis (1)

Keywords

game theory (4) nash equilibrium (2) imperfect information (2) zero-sum game (2) neural network (2) waveform generation (2) relational reasoning (1) message passing (1) worst-case performance (1) approximate policy iteration (1) mirror descent (1) extensive-form game (1) feed-forward network (1) weight pruning (1) sequential game (1) audio synthesis (1) common-payoff game (1) bayesian action decoder (1) mirror ascent (1) joint policy (1)

Papers

Approximate Exploitability: Learning a Best Response IJCAI 2022 Solving Common-Payoff Games with Approximate Policy Iteration AAAI 2021 Fast computation of Nash Equilibria in Imperfect Information Games ICML 2020 Computing Approximate Equilibria in Sequential Adversarial Games by Exploitability Descent IJCAI 2019 Deep reinforcement learning with relational inductive biases ICLR 2019 Efficient Neural Audio Synthesis ICML 2018 Parallel WaveNet: Fast High-Fidelity Speech Synthesis ICML 2018