TAIL: Task-specific Adapters for Imitation Learning with Large Pretrained Models
Fuente:
arXiv
Saved in:
| Main Authors: | Liu, Zuxin, Zhang, Jesse, Asadi, Kavosh, Liu, Yao, Zhao, Ding, Sabach, Shoham, Fakoor, Rasool |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Learning the Target Network in Function Space
by: Asadi, Kavosh, et al.
Published: (2024)
by: Asadi, Kavosh, et al.
Published: (2024)
EXTRACT: Efficient Policy Learning by Extracting Transferable Robot Skills from Offline Data
by: Zhang, Jesse, et al.
Published: (2024)
by: Zhang, Jesse, et al.
Published: (2024)
Reinforcement Learning in a Safety-Embedded MDP with Trajectory Optimization
by: Yang, Fan, et al.
Published: (2023)
by: Yang, Fan, et al.
Published: (2023)
C2-DPO: Constrained Controlled Direct Preference Optimization
by: Asadi, Kavosh, et al.
Published: (2025)
by: Asadi, Kavosh, et al.
Published: (2025)
Efficient Continual Adaptation of Pretrained Robotic Policy with Online Meta-Learned Adapters
by: Zhu, Ruiqi, et al.
Published: (2025)
by: Zhu, Ruiqi, et al.
Published: (2025)
Displacement-Resistant Extensions of DPO with Nonconvex $f$-Divergences
by: Pipano, Idan, et al.
Published: (2026)
by: Pipano, Idan, et al.
Published: (2026)
Budgeting Counterfactual for Offline RL
by: Liu, Yao, et al.
Published: (2023)
by: Liu, Yao, et al.
Published: (2023)
Safety-aware Causal Representation for Trustworthy Offline Reinforcement Learning in Autonomous Driving
by: Lin, Haohong, et al.
Published: (2023)
by: Lin, Haohong, et al.
Published: (2023)
TAIL-Safe: Task-Agnostic Safety Monitoring for Imitation Learning Policies
by: Ahmed, Riad, et al.
Published: (2026)
by: Ahmed, Riad, et al.
Published: (2026)
RoboSSM: Scalable In-context Imitation Learning via State-Space Models
by: Yoo, Youngju, et al.
Published: (2025)
by: Yoo, Youngju, et al.
Published: (2025)
PRIME: Scaffolding Manipulation Tasks with Behavior Primitives for Data-Efficient Imitation Learning
by: Gao, Tian, et al.
Published: (2024)
by: Gao, Tian, et al.
Published: (2024)
Multi-Task Interactive Robot Fleet Learning with Visual World Models
by: Liu, Huihan, et al.
Published: (2024)
by: Liu, Huihan, et al.
Published: (2024)
Offline Learning and Forgetting for Reasoning with Large Language Models
by: Ni, Tianwei, et al.
Published: (2025)
by: Ni, Tianwei, et al.
Published: (2025)
Mastering Contact-rich Tasks by Combining Soft and Rigid Robotics with Imitation Learning
by: Montero, Mariano Ramírez, et al.
Published: (2024)
by: Montero, Mariano Ramírez, et al.
Published: (2024)
Model-Based Reinforcement Learning with Multi-Task Offline Pretraining
by: Pan, Minting, et al.
Published: (2023)
by: Pan, Minting, et al.
Published: (2023)
Model-Based Runtime Monitoring with Interactive Imitation Learning
by: Liu, Huihan, et al.
Published: (2023)
by: Liu, Huihan, et al.
Published: (2023)
Force-Based Robotic Imitation Learning: A Two-Phase Approach for Construction Assembly Tasks
by: You, Hengxu, et al.
Published: (2025)
by: You, Hengxu, et al.
Published: (2025)
HannesImitation: Grasping with the Hannes Prosthetic Hand via Imitation Learning
by: Alessi, Carlo, et al.
Published: (2025)
by: Alessi, Carlo, et al.
Published: (2025)
In-Context Imitation Learning via Next-Token Prediction
by: Fu, Letian, et al.
Published: (2024)
by: Fu, Letian, et al.
Published: (2024)
Pretrained Vision-Language-Action Models are Surprisingly Resistant to Forgetting in Continual Learning
by: Liu, Huihan, et al.
Published: (2026)
by: Liu, Huihan, et al.
Published: (2026)
Task-specific Subnetwork Discovery in Reinforcement Learning for Autonomous Underwater Navigation
by: Liu, Yi-Ling, et al.
Published: (2026)
by: Liu, Yi-Ling, et al.
Published: (2026)
Model Predictive Adversarial Imitation Learning for Planning from Observation
by: Han, Tyler, et al.
Published: (2025)
by: Han, Tyler, et al.
Published: (2025)
Imitation Learning from Observation with Automatic Discount Scheduling
by: Liu, Yuyang, et al.
Published: (2023)
by: Liu, Yuyang, et al.
Published: (2023)
InterReal: A Unified Physics-Based Imitation Framework for Learning Human-Object Interaction Skills
by: Liang, Dayang, et al.
Published: (2026)
by: Liang, Dayang, et al.
Published: (2026)
Liaohe-CobotMagic-PnP: an Imitation Learning Dataset of Intelligent Robot for Industrial Applications
by: Yizhe, Chen, et al.
Published: (2025)
by: Yizhe, Chen, et al.
Published: (2025)
RLIF: Interactive Imitation Learning as Reinforcement Learning
by: Luo, Jianlan, et al.
Published: (2023)
by: Luo, Jianlan, et al.
Published: (2023)
Language-Conditioned Imitation Learning with Base Skill Priors under Unstructured Data
by: Zhou, Hongkuan, et al.
Published: (2023)
by: Zhou, Hongkuan, et al.
Published: (2023)
Latent Diffusion Planning for Imitation Learning
by: Xie, Amber, et al.
Published: (2025)
by: Xie, Amber, et al.
Published: (2025)
SCIZOR: A Self-Supervised Approach to Data Curation for Large-Scale Imitation Learning
by: Zhang, Yu, et al.
Published: (2025)
by: Zhang, Yu, et al.
Published: (2025)
DETACH: Cross-domain Learning for Long-Horizon Tasks via Mixture of Disentangled Experts
by: Shen, Yutong, et al.
Published: (2025)
by: Shen, Yutong, et al.
Published: (2025)
Robotic Constrained Imitation Learning for the Peg Transfer Task in Fundamentals of Laparoscopic Surgery
by: Kawaharazuka, Kento, et al.
Published: (2024)
by: Kawaharazuka, Kento, et al.
Published: (2024)
Scaling Tasks, Not Samples: Mastering Humanoid Control through Multi-Task Model-Based Reinforcement Learning
by: Liu, Shaohuai, et al.
Published: (2026)
by: Liu, Shaohuai, et al.
Published: (2026)
Safety Aware Task Planning via Large Language Models in Robotics
by: Khan, Azal Ahmad, et al.
Published: (2025)
by: Khan, Azal Ahmad, et al.
Published: (2025)
Imitation Learning with Precisely Labeled Human Demonstrations
by: Song, Yilong
Published: (2025)
by: Song, Yilong
Published: (2025)
Single-Reset Divide & Conquer Imitation Learning
by: Chenu, Alexandre, et al.
Published: (2024)
by: Chenu, Alexandre, et al.
Published: (2024)
Towards Biosignals-Free Autonomous Prosthetic Hand Control via Imitation Learning
by: Shi, Kaijie, et al.
Published: (2025)
by: Shi, Kaijie, et al.
Published: (2025)
KOI: Accelerating Online Imitation Learning via Hybrid Key-state Guidance
by: Lu, Jingxian, et al.
Published: (2024)
by: Lu, Jingxian, et al.
Published: (2024)
Offline Imitation Learning Through Graph Search and Retrieval
by: Yin, Zhao-Heng, et al.
Published: (2024)
by: Yin, Zhao-Heng, et al.
Published: (2024)
A Survey of Optimization-based Task and Motion Planning: From Classical To Learning Approaches
by: Zhao, Zhigen, et al.
Published: (2024)
by: Zhao, Zhigen, et al.
Published: (2024)
Generalizable Imitation Learning Through Pre-Trained Representations
by: Chang, Wei-Di, et al.
Published: (2023)
by: Chang, Wei-Di, et al.
Published: (2023)
Similar Items
-
Learning the Target Network in Function Space
by: Asadi, Kavosh, et al.
Published: (2024) -
EXTRACT: Efficient Policy Learning by Extracting Transferable Robot Skills from Offline Data
by: Zhang, Jesse, et al.
Published: (2024) -
Reinforcement Learning in a Safety-Embedded MDP with Trajectory Optimization
by: Yang, Fan, et al.
Published: (2023) -
C2-DPO: Constrained Controlled Direct Preference Optimization
by: Asadi, Kavosh, et al.
Published: (2025) -
Efficient Continual Adaptation of Pretrained Robotic Policy with Online Meta-Learned Adapters
by: Zhu, Ruiqi, et al.
Published: (2025)