Jianye Hao

发表

A Multi-Graph Attributed Reinforcement Learning based Optimization Algorithm for Large-scale Hybrid Flow Shop Scheduling Problem

Jiahui Duan, Xialiang Tong, Fei Ni, 2021, KDD.

ED2: An Environment Dynamics Decomposition Framework for World Model Construction pdf

Tianpei Yang, Hongyao Tang, Haiyin Piao, 2021, ArXiv.

FIGCPS: Effective Failure-inducing Input Generation for Cyber-Physical Systems with Deep Reinforcement Learning

Jianye Hao, Jun Sun, Jinyi Liu, 2021, 2021 36th IEEE/ACM International Conference on Automated Software Engineering (ASE).

Flattening Sharpness for Dynamic Gradient Projection Memory Benefits Continual Learning pdf

Pheng-Ann Heng, Guangyong Chen, Qiong Wang, 2021, NeurIPS.

Detecting and Learning Against Unknown Opponents for Automated Negotiations

Siqi Chen, Jianye Hao, Yan Zheng, 2021, PRICAI.

Dynamic Bottleneck for Robust Self-Supervised Exploration pdf

Chenjia Bai, Zhaoran Wang, Jianye Hao, 2021, NeurIPS.

SEIHAI: A Sample-efficient Hierarchical AI for the MineRL Competition

Hangyu Mao, Pingzhong Tang, Chengjie Wu, 2021, DAI.

Modeling Scale-free Graphs with Hyperbolic Geometry for Knowledge-aware Recommendation

Irwin King, Yankai Chen, Jianye Hao, 2021, WSDM.

Learning State Representations via Retracing in Reinforcement Learning pdf

Neil Burgess, Jianye Hao, Jun Wang, 2021, ArXiv.

Exploration in Deep Reinforcement Learning: A Comprehensive Survey pdf

Tianpei Yang, Chenjia Bai, Hongyao Tang, 2021, ArXiv.

MQES: Max-Q Entropy Search for Efficient Exploration in Continuous Reinforcement Learning

Yan Zheng, Zhi Wang, Jianye Hao, 2021 .

Relational Navigation Learning in Continuous Action Space among Crowds

Yongchun Fang, Wei Xi, Xueyou Zhang, 2021, 2021 IEEE International Conference on Robotics and Automation (ICRA).

Debiased Recommendation with User Feature Balancing pdf

Guohao Cai, Jianye Hao, Jun Wang, 2022, ACM Trans. Inf. Syst..

Uncertainty-aware Low-Rank Q-Matrix Estimation for Deep Reinforcement Learning

Hongyao Tang, Jianye Hao, Yan Zheng, 2021, DAI.

Lifelong Reinforcement Learning with Temporal Logic Formulas and Reward Machines pdf

Hankz Hankui Zhuo, Jianye Hao, Chao Yu, 2021, ArXiv.

A Unified Framework for Layout Pattern Analysis with Deep Causal Estimation

Zhitang Chen, Bei Yu, Shoubo Hu, 2021, 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD).

A deep reinforcement learning-based agent for negotiation with multiple communication channels

Jianye Hao, Yan Zheng, Xiaoyang Gao, 2021, 2021 IEEE 33rd International Conference on Tools with Artificial Intelligence (ICTAI).

A Survey on Interpretable Reinforcement Learning pdf

Tianpei Yang, Matthieu Zimmer, Paul Weng, 2021, ArXiv.

HyAR: Addressing Discrete-Continuous Action Reinforcement Learning via Hybrid Action Representation pdf

Hongyao Tang, Li Wang, Jianye Hao, 2021, ArXiv.

Ranking Cost: Building An Efficient and Scalable Circuit Routing Planner with Evolution-Based Optimization pdf

Shiyu Huang, Jianye Hao, Ting Chen, 2021, ArXiv.

CMML: Contextual Modulation Meta Learning for Cold-Start Recommendation

Xidong Feng, Jianye Hao, Jun Wang, 2021, CIKM.

Optimistic Exploration with Backward Bootstrapped Bonus for Deep Reinforcement Learning

Chenjia Bai, Zhaoran Wang, Jianye Hao, 2021 .