Lingwei Zhu

6 papers · 2021–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (14)

Conferences

ACML (2) ICLR (2) IJCAI (1) NIPS (1)

Top co-authors

Han Wang (2) Yukie Nagai (2) Martha White (2) Zheng Chen (2) Toshinori Kitamura (2) Ziwei Yang (1) Takamitsu Matsubara (1) Renyuan Zhang (1) Matsubara Takamitsu (1) Matthew Schlegel (1)

Keywords

value iteration (3) entropy regularization (2) kullback-leibler divergence (1) kl regularization (1) off-policy learning (1) spiking neural network (1) atari game (1) error bound (1) sleep stage classification (1) tsallis divergence (1) conservative policy iteration (1) policy optimization (1) actor critic (1) signal processing (1)

Papers

$q$-exponential family for policy optimization ICLR 2025

Fat-to-Thin Policy Optimization: Offline Reinforcement Learning with Sparse Policies ICLR 2025

General Munchausen Reinforcement Learning with Tsallis Kullback-Leibler Divergence NIPS 2023

Multi-Tier Platform for Cognizing Massive Electroencephalogram IJCAI 2022

Cautious Actor-Critic ACML 2021

Geometric Value Iteration: Dynamic Error-Aware KL Regularization for Reinforcement Learning ACML 2021