Chenjia Bai

Exploration in Deep Reinforcement Learning: From Single-Agent to Multiagent Domain

Jianye Hao, Tianpei Yang, Hongyao Tang et al. · IEEE Transactions on Neural Networks and Learning Systems · 2023 · 144 citations

Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement Learning

Chenjia Bai, Lingxiao Wang, Zhuoran Yang et al. · arXiv (Cornell University) · 2022 · 24 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +15

Variational Dynamic for Self-Supervised Exploration in Deep Reinforcement Learning

Chenjia Bai, Peng Liu, Kaiyu Liu et al. · IEEE Transactions on Neural Networks and Learning Systems · 2021 · 22 citations · Full text

Artificial Intelligence, Efficient Exploration, Cognitive Science +13

Guided goal generation for hindsight multi-goal reinforcement learning

Chenjia Bai, Peng Liu, Wei Zhao et al. · Neurocomputing · 2019 · 20 citations

Artificial Intelligence, Cognitive Science, Engineering +6

Addressing Hindsight Bias in Multigoal Reinforcement Learning

Chenjia Bai, Lingxiao Wang, Zhaoran Wang et al. · IEEE Transactions on Cybernetics · 2021 · 18 citations

Artificial Intelligence, Engineering, Machine Learning +17