12 citations · 23 across the 5 of their papers we have counts for
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cs.LG2021★ 1 cited
ADER:Adapting between Exploration and Robustness for Actor-Critic Methods
Bo Zhou, Kejiao Li, Hongsheng Zeng +2
Combining off-policy reinforcement learning methods with function approximators such as neural networks has been found to lead to overestimation of the value function and sub-optim…
cs.LG2019★ 6 cited
Efficient and Robust Reinforcement Learning with Uncertainty-based Value Expansion
Bo Zhou, Hongsheng Zeng, Fan Wang +2
By integrating dynamics models into model-free reinforcement learning (RL) methods, model-based value expansion (MVE) algorithms have shown a significant advantage in sample effici…