Chenjia Bai

Publications by Year

Research Areas

Reinforcement Learning in Robotics, Robot Manipulation and Learning, Advanced Bandit Algorithms Research, Multimodal Machine Learning Applications, Evolutionary Algorithms and Applications

Most-Cited Works

• → Exploration in Deep Reinforcement Learning: From Single-Agent to Multiagent Domain(2023)150 cited
• → Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement Learning(2022)24 cited
• → Variational Dynamic for Self-Supervised Exploration in Deep Reinforcement Learning(2021)22 cited
• → Guided goal generation for hindsight multi-goal reinforcement learning(2019)20 cited
• → Addressing Hindsight Bias in Multigoal Reinforcement Learning(2021)18 cited
• → Monotonic Quantile Network for Worst-Case Offline Reinforcement Learning(2022)15 cited
• → Generating attentive goals for prioritized hindsight reinforcement learning(2020)14 cited
• → Dynamic Bottleneck for Robust Self-Supervised Exploration(2021)13 cited
• → Diffusion Model is an Effective Planner and Data Synthesizer for Multi-Task Reinforcement Learning(2023)12 cited