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Weining Zhang

2 accepted papers

2024

Reinforcement Learning with Generalizable Gaussian Splatting

IROS 2024poster

An excellent representation is crucial for reinforcement learning (RL) performance, especially in vision-based reinforcement learning tasks. The quality of the environment representation directly influences the achievement of the learning task. Previous vision-based RL typically uses explicit or imp…

Cited by 2SourceScholar
2024

Whole-body Humanoid Robot Locomotion with Human Reference

IROS 2024poster

Recently, humanoid robots have made significant advances in their ability to perform challenging tasks due to the deployment of Reinforcement Learning (RL), however, the inherent complexity of humanoid robots, including the difficulty of designing complicated reward functions and training entire sop…

Cited by 33SourceScholar