Tianjiao Luo

2 papers · 2023–2024 · 2 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

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (10)

Venues

ICML (1) NeurIPS (1)

Top co-authors

Jianfei Chen (2) Jun Zhu (2) Huayu Chen (1) Tim Pearce (1) Ziyu Zhu (1)

Research topics

Machine Learning (2) Learning Types · Machine Learning (2) Artificial Intelligence (1) Deep Learning (1) Reinforcement Learning (1) Robotics (1) Applications (1) Core AI (1) Learning Types · Deep Learning (1) Methods (1) Optimization & Theory (1) Systems (1)

Keywords

training stability (2) control theory (2) imitation learning (1) policy optimization (1) policy learning (1) reward function (1) generative adversarial network (1) brownian motion (1) exponential stability (1) reward signal (1) generative adversarial imitation learning (1) reinforcement learning (1) adversarial discriminator (1) adversarial learning (1)

Papers

C-GAIL: Stabilizing Generative Adversarial Imitation Learning with Control Theory NeurIPS 2024 Stabilizing GANs’ Training with Brownian Motion Controller ICML 2023