Daniel Hennes

6 papers · 2015–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

Venues

ICLR (2) ICML (2) IJCAI (2)

Top co-authors

Marc Lanctot (4) Luke Marris (3) Siqi Liu (2) Mark Rowland (2) Rémi Munos (2) Thore Graepel (2) Paul Muller (2) Karl Tuyls (2) Nicolas Heess (2) Shayegan Omidshafiei (2)

Research topics

Artificial Intelligence (4) Core AI (4) Reinforcement Learning (3) Methods (3) Machine Learning (2) Mathematics & Optimization (1) Applications (1) Learning Paradigms (1) Learning Types (1) Optimization (1) Optimization & Theory (1)

Keywords

game theory (3) nash equilibrium (2) monte carlo tree search (2) policy gradient (1) in-context learning (1) imperfect information (1) value function (1) policy iteration (1) multi-agent learning (1) mirror descent (1) zero-sum game (1) opponent modeling (1) conditional model (1) sequential game (1) transition function (1) fictitious play (1) mirror ascent (1) population-based training (1) best response (1) policy population (1)

Papers

Combining Deep Reinforcement Learning and Search with Generative Models for Game-Theoretic Opponent Modeling IJCAI 2025 Mastering Board Games by External and Internal Planning with Language Models ICML 2025 NeuPL: Neural Population Learning ICLR 2022 A Generalized Training Approach for Multiagent Learning ICLR 2020 Fast computation of Nash Equilibria in Imperfect Information Games ICML 2020 Interplanetary Trajectory Planning with Monte Carlo Tree Search IJCAI 2015