Student-Informed Teacher Training

N Messikommer, J Xing, E Aljalbout… - arXiv preprint arXiv …, 2024 - arxiv.org
Imitation learning with a privileged teacher has proven effective for learning complex control
behaviors from high-dimensional inputs, such as images. In this framework, a teacher is …

LoopSR: Looping Sim-and-Real for Lifelong Policy Adaptation of Legged Robots

P Wu, W Xie, J Cao, H Lai, W Zhang - arXiv preprint arXiv:2409.17992, 2024 - arxiv.org
Reinforcement Learning (RL) has shown its remarkable and generalizable capability in
legged locomotion through sim-to-real transfer. However, while adaptive methods like …