University of California, Los Angeles; Tencent RoboticsX; Hong Kong University of Science and Technology; Tsinghua University; University of Cambridge; IDEA
Hao Sun, Lei Han, Rui Yang, Xiaoteng Ma, Jian Guo, Bolei Zhou
Reward Shifting;Value-Based Deep RL;Reward Shaping;Conservative Exploitation;Optimistic Exploration;Curiosity-Driven Exploration;Online RL;Offline RL
Exploit Reward Shifting in Value-Based Deep-RL: Optimistic Curiosity-Based Exploration and Conservative Exploitation via Linear Reward Shaping