Bo Liu

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 7

Top Topics

Balancing Exploration And Exploitation

Reinforcement Learning

Constrained Optimization

Autonomous Navigation

Top Venues

Publications

Shahaf S. Shperberg, Bo Liu, Peter Stone
Relaxed Exploration Constrained Reinforcement Learning. AAMAS (2024)
Lizhang Chen, Bo Liu, Kaizhao Liang, Qiang Liu
Lion Secretly Solves a Constrained Optimization: As Lyapunov Predicts. ICLR (2024)
Bo Liu, Rui Wang, Lemeng Wu, Yihao Feng, Peter Stone, Qiang Liu
Longhorn: State Space Models are Amortized Online Learners. CoRR (2024)
William Yue, Bo Liu, Peter Stone
t-DGR: A Trajectory-Based Deep Generative Replay Method for Continual Learning in Decision Making. CoRR (2024)
Bo Liu, Yihao Feng, Qiang Liu, Peter Stone
Metric Residual Network for Sample Efficient Goal-Conditioned Reinforcement Learning. AAAI (2023)
Zifan Xu, Bo Liu, Xuesu Xiao, Anirudh Nair, Peter Stone
Benchmarking Reinforcement Learning Techniques for Autonomous Navigation. ICRA (2023)
Shahaf S. Shperberg, Bo Liu, Alessandro Allievi, Peter Stone
A Rule-based Shield: Accumulating Safety Rules from Catastrophic Action Effects. CoLLAs (2022)