Tianying Ji

7 papers · 2022–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (14) ⚡ Prolific Year (5)

Conferences

ICML (4) ICLR (2) NIPS (1)

Top co-authors

Yu Luo (6) Huazhe Xu (5) Fuchun Sun (5) Jianwei Zhang (3) Xianyuan Zhan (3) Ruijie Zheng (2) Furong Huang (2) Guowei Xu (2) Yongyuan Liang (2) Lanqing Li (1)

Keywords

policy optimization (1) model-based reinforcement learning (1) theoretical guarantee (1) monotonic improvement (1) event-triggered mechanism (1)

Papers

Scrutinize What We Ignore: Reining In Task Representation Shift Of Context-Based Offline Meta Reinforcement Learning ICLR 2025

DrM: Mastering Visual Reinforcement Learning through Dormant Ratio Minimization ICLR 2024

ACE: Off-Policy Actor-Critic with Causality-Aware Entropy Regularization ICML 2024

Offline-Boosted Actor-Critic: Adaptively Blending Optimal Historical Behaviors in Deep Off-Policy RL ICML 2024

Seizing Serendipity: Exploiting the Value of Past Success in Off-Policy Actor-Critic ICML 2024

OMPO: A Unified Framework for RL under Policy and Dynamics Shifts ICML 2024

When to Update Your Model: Constrained Model-based Reinforcement Learning NIPS 2022