Wenwen Xiao

Efficient Compensation of Action for Reinforcement Learning Policies in Sim2Real

2024

Simulation to reality (sim-to-real) transfer is a promising alternative for training behavioral policies in reinforcement learning (RL). However, many significant differences between the simulator and the real-world environment cause policies to make inconsistent actions in …