Christian A Schroeder De Witt

5 papers · 2021–2022 · 1 venue · across top CS/AI venues

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Achievements

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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15)

Venues

ICML (5)

Top co-authors

Jakob Foerster (4) Shimon Whiteson (3) Luisa M Zintgraf (2) Shariq Iqbal (1) Philip Torr (1) Jakub Grudzien (1) Christopher Lu (1) Wendelin Boehmer (1) Zico Kolter (1) Maximilian Igl (1)

Research topics

Machine Learning (4) Artificial Intelligence (3) Reinforcement Learning (3) Core AI (3) Methods (3) Optimization & Theory (3) Learning Types · Machine Learning (2) Deep Learning (1) Application Areas (1) Learning Paradigms (1) Learning Types · Deep Learning (1)

Keywords

game theory (2) deep reinforcement learning (1) multi-agent reinforcement learning (1) multi-task learning (1) policy optimization (1) markov decision process (1) value function (1) multi-agent learning (1) policy improvement (1) policy training (1) counterfactual reasoning (1) markov game (1) zero-shot coordination (1) opponent shaping (1) minimum entropy coupling (1) trust region optimization (1) maximum entropy reinforcement learning (1) entity factorization (1) cooperative ai (1) belief learning (1)

Papers

Communicating via Markov Decision Processes ICML 2022 Generalized Beliefs for Cooperative AI ICML 2022 Mirror Learning: A Unifying Framework of Policy Optimisation ICML 2022 Model-Free Opponent Shaping ICML 2022 Randomized Entity-wise Factorization for Multi-Agent Reinforcement Learning ICML 2021