Embodied Robotics Research
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Tag: continual-learning
5 items with this tag.
Jul 01, 2026
FAR: Failure-Aware Retry for Test-Time Recovery and Continual Policy Improvement
vla
test-time-adaptation
continual-learning
vla-posttraining
Jun 30, 2026
ASPIRE: Agentic Skills Discovery for Robotics
RL-Robotics
skill-discovery
code-as-policy
continual-learning
open-ended-learning
NVIDIA
zero-shot-generalization
May 29, 2026
VLA-Pro: Cross-Task Procedural Memory Transfer for Vision-Language-Action Models
VLA
procedural-memory
LoRA
cross-task-transfer
continual-learning
May 26, 2026
Can VLA Models Learn from Real-World Data Continually without Forgetting?
continual-learning
catastrophic-forgetting
experience-replay
real-world
manipulation
benchmarking
Feb 11, 2026
Towards Long-Lived Robots: Continual Learning VLA Models via Reinforcement Fine-Tuning
continual-learning
reinforcement-fine-tuning
catastrophic-forgetting
VLA
LifeLong-RFT
MDPR