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Shengbo Eben Li — most-cited papers & profile · Graph Learning
← authors
·
overview
Shengbo Eben Li
17
papers ·
299
citations ·
71
h-index
Ecological Consulting (Czechia) · Tsinghua University
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Most-cited papers
Distributional Soft Actor-Critic: Off-Policy Reinforcement Learning for Addressing Value Estimation Errors
2020 · 296 citations
Zeroth-Order Actor-Critic: An Evolutionary Framework for Sequential Decision Problems
2022 · 1 citations
Synthesize Efficient Safety Certificates for Learning-Based Safe Control using Magnitude Regularization
2022 · 1 citations
Hierarchical End-to-End Autonomous Driving: Integrating BEV Perception with Deep Reinforcement Learning
2024 · 1 citations
M3imic: Learning a Versatile Whole-Body Controller for Multimodal Motion Mimicking
2026
STAPO: Stabilizing Reinforcement Learning for LLMs by Silencing Rare Spurious Tokens
2026
Mean Flow Policy with Instantaneous Velocity Constraint for One-step Action Generation
2026
Off-policy Reinforcement Learning with Model-based Exploration Augmentation
2025
OmniScene: Attention-Augmented Multimodal 4D Scene Understanding for Autonomous Driving
2025
Distributional Soft Actor-Critic with Diffusion Policy
2025
Transferable Latent-to-Latent Locomotion Policy for Efficient and Versatile Motion Control of Diverse Legged Robots
2025
Transferable Latent-to-Latent Locomotion Policy for Efficient and Versatile Motion Control of Diverse Legged Robots
2025
Relaxed Actor-Critic with Convergence Guarantees for Continuous-Time Optimal Control of Nonlinear Systems
2019
Adaptive dynamic programming for nonaffine nonlinear optimal control problem with state constraints
2019
Integrated Decision and Control at Multi-Lane Intersections with Mixed Traffic Flow
2021
Topics
Model-Based RL
Policy Gradient
Value-Based
Control
Locomotion
Manipulation
Exploration
Safe RL
Game AI
Humanoid