Qisong Yang

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Active Exploration

Temporal Difference

Reinforcement Learning

Top Venues

Publications

Ruining Zhang, Haoran Han, Maolong Lv, Qisong Yang, Jian Cheng
Analyzing Generalization in Policy Networks: A Case Study with the Double-Integrator System. AAAI (2024)
Qisong Yang, Thiago D. Simão, Nils Jansen, Simon H. Tindemans, Matthijs T. J. Spaan
Reinforcement Learning by Guided Safe Exploration. CoRR (2023)
Qisong Yang, Thiago D. Simão, Nils Jansen, Simon H. Tindemans, Matthijs T. J. Spaan
Reinforcement Learning by Guided Safe Exploration. ECAI (2023)
Ruining Zhang, Haoran Han, Maolong Lv, Qisong Yang, Jian Cheng
Analyzing Generalization in Policy Networks: A Case Study with the Double-Integrator System. CoRR (2023)
Qisong Yang, Thiago D. Simão, Simon H. Tindemans, Matthijs T. J. Spaan
Safety-constrained reinforcement learning with a distributional safety critic. Mach. Learn. 112 (3) (2023)
Yueqi Hou, Xiaolong Liang, Maolong Lv, Qisong Yang, Yang Li
Subtask-masked curriculum learning for reinforcement learning with application to UAV maneuver decision-making. Eng. Appl. Artif. Intell. 125 (2023)
Qisong Yang, Matthijs T. J. Spaan
CEM: Constrained Entropy Maximization for Task-Agnostic Safe Exploration. AAAI (2023)
Danial Kamran, Thiago D. Simão, Qisong Yang, Canmanie T. Ponnambalam, Johannes Fischer, Matthijs T. J. Spaan, Martin Lauer
A Modern Perspective on Safe Automated Driving for Different Traffic Dynamics Using Constrained Reinforcement Learning. ITSC (2022)
Qisong Yang, Thiago D. Simão, Simon H. Tindemans, Matthijs T. J. Spaan
WCSAC: Worst-Case Soft Actor Critic for Safety-Constrained Reinforcement Learning. AAAI (2021)