Jinning Li

Orcid: 0000-0002-7335-5553

Affiliations:
  • University of California at Berkeley, Department of Mechanical Engineering, Berkeley, CA, USA (PhD 2024)


According to our database1, Jinning Li authored at least 11 papers between 2021 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2025
Adaptive Prediction Ensemble: Improving Out-of-Distribution Generalization of Motion Forecasting.
IEEE Robotics Autom. Lett., February, 2025

2024
Safe and Trustworthy Decision Making through Reinforcement Learning
PhD thesis, 2024

Quantifying Interaction Level Between Agents Helps Cost-efficient Generalization in Multi-agent Reinforcement Learning.
RLJ, 2024

Guided Online Distillation: Promoting Safe Reinforcement Learning by Offline Demonstration.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Quantifying Agent Interaction in Multi-agent Reinforcement Learning for Cost-efficient Generalization.
Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2022
Spatio-Temporal Graph Dual-Attention Network for Multi-Agent Prediction and Tracking.
IEEE Trans. Intell. Transp. Syst., 2022

Hierarchical Planning Through Goal-Conditioned Offline Reinforcement Learning.
IEEE Robotics Autom. Lett., 2022

2021
A Safe Hierarchical Planning Framework for Complex Driving Scenarios based on Reinforcement Learning.
CoRR, 2021

Interaction-Aware Behavior Planning for Autonomous Vehicles Validated with Real Traffic Data.
CoRR, 2021

A Safe Hierarchical Planning Framework for Complex Driving Scenarios based on Reinforcement Learning.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Dealing with the Unknown: Pessimistic Offline Reinforcement Learning.
Proceedings of the Conference on Robot Learning, 8-11 November 2021, London, UK., 2021


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