Embodied Robotics Research
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Tag: self-improvement
3 items with this tag.
Aug 21, 2026
Beyond Imitation: Self-Improving Robot Policies via Off-Policy Q-Planning
vla-posttraining
q-learning
self-improvement
behavior-cloning
offline-to-online-rl
Jun 19, 2026
Robot Self-Improvement via Human-Video Dynamics Models
rl
human-video
self-improvement
failure-correction
vla-posttraining
Jun 09, 2026
SARM2: Multi-Task Stage Aware Reward Modeling for Self Improving Robotic Manipulation
reward-modeling
stage-aware
mixture-of-experts
self-improvement
SPIRAL
long-horizon
on-robot-RL
VLA