Confounding Robust Continuous Control via Automatic Reward Shaping

Mateo Juliani, Mingxuan Li, Elias Bareinboim

Reward shaping has been applied widely to accelerate Reinforcement Learning (RL) agents' training. However, a principled way of designing effective reward shaping functions, especi…