Disentangling Task-Relevant Latent Dynamics for Reward Modeling

Dayou Li, Jionghao Wang, Peihao Wang +9

Reward design remains a major bottleneck for reinforcement learning in robotic manipulation. Handcrafted dense rewards can compensate for the limited guidance provided by sparse re…