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Baljeet Singh

2 accepted papers

2025

Collision Detection for Low-Cost Robot Manipulators Using Probabilistic Residual Torque Modeling

IROS 2025

With the advancement of robot manipulator technologies, developing custom-made low-cost manipulator arms has gained increasing popularity in the field of robotics. However, these low-cost systems often lack precise sensing and control capabilities, making reliable collision detection particularly cr

Cited by 0SourceScholar
2022

Improved Robustness and Safety for Pre-Adaptation of Meta Reinforcement Learning with Prior Regularization

IROS 2022poster

Meta Reinforcement Learning (Meta-RL) has seen substantial advancements recently. In particular, off-policy methods were developed to improve the data efficiency of Meta-RL techniques. Probabilistic embeddings for actor-critic \boldsymbol{RL}\boldsymbol{RL} (PEARL) is a leading approach for multi-MD…

Cited by 3SourceScholar