David H Mguni

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

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

ICML (3)

Top co-authors

Jun Wang (3) Yaodong Yang (2) Ying Wen (2) Yutong Wu (1) Nicolas Perez-Nieves (1) Minne Li (1) Aivar Sootla (1) Oliver Slumbers (1) Yali Du (1) Haitham Ammar (1)

Research topics

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

Keywords

multi-agent reinforcement learning (1) game theory (1) markov decision process (1) nash equilibrium (1) determinantal point process (1) safe reinforcement learning (1) stochastic game (1) safety constraint (1) continuous state-action space (1) policy generalization (1) potential game (1) coordination game (1) fictitious play (1) stochastic potential game (1) coordination navigation (1) state augmentation (1) behavioural diversity (1) open-ended game (1) multi-agent system (1) non-transitive dynamics (1)

Papers

Saute RL: Almost Surely Safe Reinforcement Learning Using State Augmentation ICML 2022 Learning in Nonzero-Sum Stochastic Games with Potentials ICML 2021 Modelling Behavioural Diversity for Learning in Open-Ended Games ICML 2021