LiloDriver: A Lifelong Learning Framework for Closed-loop Motion Planning in Long-tail Autonomous Driving Scenarios
Fuente:
arXiv
Saved in:
| Main Authors: | Yao, Huaiyuan, Li, Pengfei, Jin, Bu, Zheng, Yupeng, Liu, An, Mu, Lisen, Su, Qing, Zhang, Qian, Chen, Yilun, Li, Peng |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
CoMoCAVs: Cohesive Decision-Guided Motion Planning for Connected and Autonomous Vehicles with Multi-Policy Reinforcement Learning
by: Hu, Pan
Published: (2025)
by: Hu, Pan
Published: (2025)
DRAE: Dynamic Retrieval-Augmented Expert Networks for Lifelong Learning and Task Adaptation in Robotics
by: Long, Yayu, et al.
Published: (2025)
by: Long, Yayu, et al.
Published: (2025)
Improving Agent Behaviors with RL Fine-tuning for Autonomous Driving
by: Peng, Zhenghao, et al.
Published: (2024)
by: Peng, Zhenghao, et al.
Published: (2024)
Scaling Long-Horizon Online POMDP Planning via Rapid State Space Sampling
by: Liang, Yuanchu, et al.
Published: (2024)
by: Liang, Yuanchu, et al.
Published: (2024)
ReasonPlan: Unified Scene Prediction and Decision Reasoning for Closed-loop Autonomous Driving
by: Liu, Xueyi, et al.
Published: (2025)
by: Liu, Xueyi, et al.
Published: (2025)
Task and Motion Planning for Execution in the Real
by: Pan, Tianyang, et al.
Published: (2024)
by: Pan, Tianyang, et al.
Published: (2024)
Curb Your Attention: Causal Attention Gating for Robust Trajectory Prediction in Autonomous Driving
by: Ahmadi, Ehsan, et al.
Published: (2024)
by: Ahmadi, Ehsan, et al.
Published: (2024)
Learning from Watching: Scalable Extraction of Manipulation Trajectories from Human Videos
by: Hu, X., et al.
Published: (2025)
by: Hu, X., et al.
Published: (2025)
CRLLK: Constrained Reinforcement Learning for Lane Keeping in Autonomous Driving
by: Gao, Xinwei, et al.
Published: (2025)
by: Gao, Xinwei, et al.
Published: (2025)
Closed-Loop Neural Activation Control in Vision-Language-Action Models
by: Babu, Abhijith, et al.
Published: (2026)
by: Babu, Abhijith, et al.
Published: (2026)
CLARE: Continual Learning for Vision-Language-Action Models via Autonomous Adapter Routing and Expansion
by: Römer, Ralf, et al.
Published: (2026)
by: Römer, Ralf, et al.
Published: (2026)
Motion Perceiver: Real-Time Occupancy Forecasting for Embedded Systems
by: Ferenczi, Bryce, et al.
Published: (2023)
by: Ferenczi, Bryce, et al.
Published: (2023)
Task and Motion Planning in Hierarchical 3D Scene Graphs
by: Ray, Aaron, et al.
Published: (2024)
by: Ray, Aaron, et al.
Published: (2024)
MTDrive: Multi-turn Interactive Reinforcement Learning for Autonomous Driving
by: Li, Xidong, et al.
Published: (2026)
by: Li, Xidong, et al.
Published: (2026)
M3CAD: Towards Generic Cooperative Autonomous Driving Benchmark
by: Zhu, Morui, et al.
Published: (2025)
by: Zhu, Morui, et al.
Published: (2025)
Evaluating the Impact of Synthetic Data on Object Detection Tasks in Autonomous Driving
by: Özeren, Enes, et al.
Published: (2025)
by: Özeren, Enes, et al.
Published: (2025)
Industrial Robot Motion Planning with GPUs: Integration of cuRobo for Extended DOF Systems
by: Abuelsamen, Luai, et al.
Published: (2025)
by: Abuelsamen, Luai, et al.
Published: (2025)
HS-SLAM: A Fast and Hybrid Strategy-Based SLAM Approach for Low-Speed Autonomous Driving
by: Kang, Bingxiang, et al.
Published: (2025)
by: Kang, Bingxiang, et al.
Published: (2025)
OpenMap: Instruction Grounding via Open-Vocabulary Visual-Language Mapping
by: Li, Danyang, et al.
Published: (2025)
by: Li, Danyang, et al.
Published: (2025)
Semantic Risk-Aware Heuristic Planning for Robotic Navigation in Dynamic Environments: An LLM-Inspired Approach
by: Durrani, Hamza Ahmed, et al.
Published: (2026)
by: Durrani, Hamza Ahmed, et al.
Published: (2026)
CARScenes: Semantic VLM Dataset for Safe Autonomous Driving
by: He, Yuankai, et al.
Published: (2025)
by: He, Yuankai, et al.
Published: (2025)
Dynamic UGV-UAV Cooperative Path Planning in Uncertain Environments
by: Nguyen, Ninh, et al.
Published: (2026)
by: Nguyen, Ninh, et al.
Published: (2026)
Measuring What Matters: Scenario-Driven Evaluation for Trajectory Predictors in Autonomous Driving
by: Da, Longchao, et al.
Published: (2025)
by: Da, Longchao, et al.
Published: (2025)
Simulation-Based Counterfactual Causal Discovery on Real World Driver Behaviour
by: Howard, Rhys, et al.
Published: (2023)
by: Howard, Rhys, et al.
Published: (2023)
MAP: End-to-End Autonomous Driving with Map-Assisted Planning
by: Yin, Huilin, et al.
Published: (2025)
by: Yin, Huilin, et al.
Published: (2025)
Machine Learning Based Path Planning for Improved Rover Navigation (Pre-Print Version)
by: Abcouwer, Neil, et al.
Published: (2020)
by: Abcouwer, Neil, et al.
Published: (2020)
STERN: Simultaneous Trajectory Estimation and Relative Navigation for Autonomous Underwater Proximity Operations
by: Espinoza, Aldo Terán, et al.
Published: (2023)
by: Espinoza, Aldo Terán, et al.
Published: (2023)
Graph Neural Network Based Action Ranking for Planning
by: Mangannavar, Rajesh, et al.
Published: (2024)
by: Mangannavar, Rajesh, et al.
Published: (2024)
Intention Communication and Hypothesis Likelihood in Game-Theoretic Motion Planning
by: Chahine, Makram, et al.
Published: (2022)
by: Chahine, Makram, et al.
Published: (2022)
Dream to Fly: Model-Based Reinforcement Learning for Vision-Based Drone Flight
by: Romero, Angel, et al.
Published: (2025)
by: Romero, Angel, et al.
Published: (2025)
WayFASTER: a Self-Supervised Traversability Prediction for Increased Navigation Awareness
by: Gasparino, Mateus Valverde, et al.
Published: (2024)
by: Gasparino, Mateus Valverde, et al.
Published: (2024)
EmbodiedLGR: Integrating Lightweight Graph Representation and Retrieval for Semantic-Spatial Memory in Robotic Agents
by: Riva, Paolo, et al.
Published: (2026)
by: Riva, Paolo, et al.
Published: (2026)
Selective Progress-Aware Querying for Human-in-the-Loop Reinforcement Learning
by: Muraleedharan, Anujith, et al.
Published: (2025)
by: Muraleedharan, Anujith, et al.
Published: (2025)
Taking Flight with Dialogue: Enabling Natural Language Control for PX4-based Drone Agent
by: Lim, Shoon Kit, et al.
Published: (2025)
by: Lim, Shoon Kit, et al.
Published: (2025)
Imitation learning for sim-to-real transfer of robotic cutting policies based on residual Gaussian process disturbance force model
by: Hathaway, Jamie, et al.
Published: (2023)
by: Hathaway, Jamie, et al.
Published: (2023)
StratXplore: Strategic Novelty-seeking and Instruction-aligned Exploration for Vision and Language Navigation
by: Gopinathan, Muraleekrishna, et al.
Published: (2024)
by: Gopinathan, Muraleekrishna, et al.
Published: (2024)
Deep Probabilistic Traversability with Test-time Adaptation for Uncertainty-aware Planetary Rover Navigation
by: Endo, Masafumi, et al.
Published: (2024)
by: Endo, Masafumi, et al.
Published: (2024)
End-to-end example-based sim-to-real RL policy transfer based on neural stylisation with application to robotic cutting
by: Hathaway, Jamie, et al.
Published: (2026)
by: Hathaway, Jamie, et al.
Published: (2026)
ScoRe-Flow: Complete Distributional Control via Score-Based Reinforcement Learning for Flow Matching
by: Qiu, Xiaotian, et al.
Published: (2026)
by: Qiu, Xiaotian, et al.
Published: (2026)
EMOS: Embodiment-aware Heterogeneous Multi-robot Operating System with LLM Agents
by: Chen, Junting, et al.
Published: (2024)
by: Chen, Junting, et al.
Published: (2024)
Similar Items
-
CoMoCAVs: Cohesive Decision-Guided Motion Planning for Connected and Autonomous Vehicles with Multi-Policy Reinforcement Learning
by: Hu, Pan
Published: (2025) -
DRAE: Dynamic Retrieval-Augmented Expert Networks for Lifelong Learning and Task Adaptation in Robotics
by: Long, Yayu, et al.
Published: (2025) -
Improving Agent Behaviors with RL Fine-tuning for Autonomous Driving
by: Peng, Zhenghao, et al.
Published: (2024) -
Scaling Long-Horizon Online POMDP Planning via Rapid State Space Sampling
by: Liang, Yuanchu, et al.
Published: (2024) -
ReasonPlan: Unified Scene Prediction and Decision Reasoning for Closed-loop Autonomous Driving
by: Liu, Xueyi, et al.
Published: (2025)