Benchmarking Potential Based Rewards for Learning Humanoid Locomotion

Se Hwan Jeon, Steve Heim, Charles Khazoom +1

The main challenge in developing effective reinforcement learning (RL) pipelines is often the design and tuning the reward functions. Well-designed shaping reward can lead to signi…