A theoretical study on solving continual learning G Kim, C Xiao, T Konishi, Z Ke, B Liu Advances in neural information processing systems 35, 5065-5079, 2022 | 52 | 2022 |
Continual learning based on ood detection and task masking G Kim, S Esmaeilpour, C Xiao, B Liu Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022 | 18 | 2022 |
Learnability and algorithm for continual learning G Kim, C Xiao, T Konishi, B Liu International Conference on Machine Learning, 16877-16896, 2023 | 15 | 2023 |
Generalized data distribution iteration J Fan, C Xiao arXiv preprint arXiv:2206.03192, 2022 | 10 | 2022 |
Gdi: Rethinking what makes reinforcement learning different from supervised learning J Fan, C Xiao, Y Huang arXiv preprint arXiv:2106.06232, 2021 | 9 | 2021 |
Open-world continual learning: Unifying novelty detection and continual learning G Kim, C Xiao, T Konishi, Z Ke, B Liu arXiv preprint arXiv:2304.10038, 2023 | 8 | 2023 |
Mastering strategy card game (legends of code and magic) via end-to-end policy and optimistic smooth fictitious play W Xi, Y Zhang, C Xiao, X Huang, S Deng, H Liang, J Chen, P Sun arXiv preprint arXiv:2303.04096, 2023 | 7 | 2023 |
Mastering strategy card game (hearthstone) with improved techniques C Xiao, Y Zhang, X Huang, Q Huang, J Chen 2023 IEEE Conference on Games (CoG), 1-8, 2023 | 5 | 2023 |
An Entropy Regularization Free Mechanism for Policy-based Reinforcement Learning C Xiao, H Shi, J Fan, S Deng arXiv preprint arXiv:2106.00707, 2021 | 4 | 2021 |
CASA: A bridge between gradient of policy improvement and policy evaluation C Xiao, H Shi, J Fan, S Deng CoRR, abs/2105.03923, 2021a. URL https://arxiv. org/abs/2105.03923, 2021 | 4 | 2021 |
Conditions for length generalization in learning reasoning skills C Xiao, B Liu arXiv preprint arXiv:2311.16173, 2023 | 3 | 2023 |
A Theory for Length Generalization in Learning to Reason C Xiao, B Liu arXiv preprint arXiv:2404.00560, 2024 | 1 | 2024 |
Hierarchical Meta Reinforcement Learning for Multi-Task Environments D Zhao, Y Huang, C Xiao, Y Li, S Deng | 1 | 2020 |
ParliRobo: Participant Lightweight AI Robots for Massively Multiplayer Online Games (MMOGs) J Zheng, C Xiao, M Li, Z Li, F Qian, W Liu, X Wu Proceedings of the 31st ACM International Conference on Multimedia, 9093-9102, 2023 | | 2023 |
Solving Continual Learning via Problem Decomposition G Kim, C Xiao, T Konishi, Z Ke, B Liu | | 2022 |
CASA: Bridging the Gap between Policy Improvement and Policy Evaluation with Conflict Averse Policy Iteration C Xiao, H Shi, J Fan, S Deng, H Yin arXiv preprint arXiv:2105.03923, 2021 | | 2021 |