Multi-agent Dynamic Algorithm Configuration. - Ke Xue 001; Jiacheng Xu 003; Lei Yuan 005; Miqing Li; Chao Qian 001; Zongzhang Zhang; Yang Yu 001 (NeurIPS, 2022)

Internal Logical Induction for Pixel-Symbolic Reinforcement Learning. - Jiacheng Xu 003; Chao Chen 028; Fuxiang Zhang; Lei Yuan 005; Zongzhang Zhang; Yang Yu 001 (KDD, 2023)

Focus-Then-Decide: Segmentation-Assisted Reinforcement Learning. - Chao Chen 028; Jiacheng Xu 003; Weijian Liao; Hao Ding; Zongzhang Zhang; Yang Yu 001; Rui Zhao (AAAI, 2024)

Deep Anomaly Detection via Active Anomaly Search. - Chao Chen 028; Dawei Wang; Feng Mao; Jiacheng Xu 003; Zongzhang Zhang; Yang Yu 001 (AAMAS, 2024)

Language Model Self-improvement by Reinforcement Learning Contemplation. - Jing-Cheng Pang; Pengyuan Wang; Kaiyuan Li; Xiong-Hui Chen; Jiacheng Xu 003; Zongzhang Zhang; Yang Yu 001 (ICLR, 2024)

ODRL: A Benchmark for Off-Dynamics Reinforcement Learning. - Jiafei Lyu; Kang Xu; Jiacheng Xu 003; Mengbei Yan; Jingwen Yang; Zongzhang Zhang; Chenjia Bai; Zongqing Lu 002; Xiu Li 001 (NeurIPS, 2024)