conftrace_

Pengdeng Li

5 papers · 2023–2024 · 4 venues · 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 ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver

Venues

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

Top co-authors

Bo An (5) Xinrun Wang (5) Hau Chan (4) Shuxin Li (4) Chang Yang (3) Xiao Huang (3) Runsheng Yu (1) Shuyue Hu (1)

Research topics

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

Keywords

mean field game (2) reinforcement learning (2) large-scale optimization (1) hyperparameter optimization (1) policy learning (1) tensor decomposition (1) nash equilibrium (1) bregman divergence (1) mirror descent (1) game equilibrium (1) zero-sum game (1) proximal policy optimization (1) stackelberg game (1) fokker-planck equation (1) fictitious play (1) fleet management (1) graph neural network (1) multi-agent system (1) population size (1) meta controller (1)

Papers

Configurable Mirror Descent: Towards a Unification of Decision Making ICML 2024 Reinforcement Nash Equilibrium Solver IJCAI 2024 Self-adaptive PSRO: Towards an Automatic Population-based Game Solver IJCAI 2024 Transition-Informed Reinforcement Learning for Large-Scale Stackelberg Mean-Field Games AAAI 2024 Population-size-Aware Policy Optimization for Mean-Field Games ICLR 2023