Chen, Jianda

8 publications

ICLR 2026 Bridging Successor Measure and Online Policy Learning with Flow Matching-Based Representations Haosen Shi, Jianda Chen, Sinno Jialin Pan

NeurIPS 2024 State Chrono Representation for Enhancing Generalization in Reinforcement Learning Jianda Chen, Wen Zheng Terence Ng, Zichen Chen, Sinno Jialin Pan, Tianwei Zhang

ICLR 2022 Learning Generalizable Representations for Reinforcement Learning via Adaptive Meta-Learner of Behavioral Similarities Jianda Chen, Sinno Pan

NeurIPS 2022 Learning Representations via a Robust Behavioral Metric for Deep Reinforcement Learning Jianda Chen, Sinno Pan

AAAI 2021 Sequential Generative Exploration Model for Partially Observable Reinforcement Learning Haiyan Yin, Jianda Chen, Sinno Jialin Pan, Sebastian Tschiatschek

NeurIPS 2020 Storage Efficient and Dynamic Flexible Runtime Channel Pruning via Deep Reinforcement Learning Jianda Chen, Shangyu Chen, Sinno Jialin Pan

ICCV 2019 Accelerate Learning of Deep Hashing with Gradient Attention Long-Kai Huang, Jianda Chen, Sinno Jialin Pan

IJCAI 2018 Hashing over Predicted Future Frames for Informed Exploration of Deep Reinforcement Learning Haiyan Yin, Jianda Chen, Sinno Jialin Pan