Scaling Adaptive Agent-Based Reactive Job-Shop Scheduling to Large-Scale Problems
暂无分享,去创建一个
[1] Dario Pacciarelli,et al. Job-shop scheduling with blocking and no-wait constraints , 2002, Eur. J. Oper. Res..
[2] Martin A. Riedmiller,et al. A Neural Reinforcement Learning Approach to Learn Local Dispatching Policies in Production Scheduling , 1999, IJCAI.
[3] Jacek Blazewicz,et al. Scheduling in Computer and Manufacturing Systems , 1990 .
[4] Kenichi Abe,et al. Switching Q-learning in partially observable Markovian environments , 2000, Proceedings. 2000 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2000) (Cat. No.00CH37113).
[5] Egon Balas,et al. The Shifting Bottleneck Procedure for Job Shop Scheduling , 1988 .
[6] S. S. Panwalkar,et al. A Survey of Scheduling Rules , 1977, Oper. Res..
[7] Martin A. Riedmiller. Neural Fitted Q Iteration - First Experiences with a Data Efficient Neural Reinforcement Learning Method , 2005, ECML.
[8] Peter Dayan,et al. Technical Note: Q-Learning , 2004, Machine Learning.
[9] Richard S. Sutton,et al. Reinforcement Learning , 1992, Handbook of Machine Learning.
[10] E. Nowicki,et al. A Fast Taboo Search Algorithm for the Job Shop Problem , 1996 .
[11] Martin A. Riedmiller,et al. Reducing policy degradation in neuro-dynamic programming , 2006, ESANN.
[12] Pierre Geurts,et al. Tree-Based Batch Mode Reinforcement Learning , 2005, J. Mach. Learn. Res..
[13] Andrew G. Barto,et al. Improving Elevator Performance Using Reinforcement Learning , 1995, NIPS.
[14] J. C. Bean. Genetics and random keys for sequencing amd optimization , 1993 .
[15] Wei Zhang,et al. A Reinforcement Learning Approach to job-shop Scheduling , 1995, IJCAI.
[16] David Joslin,et al. "Squeaky Wheel" Optimization , 1998, AAAI/IAAI.
[17] Jan Karel Lenstra,et al. Job Shop Scheduling by Simulated Annealing , 1992, Oper. Res..
[18] Michael Pinedo,et al. Scheduling: Theory, Algorithms, and Systems , 1994 .
[19] Peter Dayan,et al. Q-learning , 1992, Machine Learning.
[20] Beatrice M. Ombuki-Berman,et al. Local Search Genetic Algorithms for the Job Shop Scheduling Problem , 2004, Applied Intelligence.
[21] James C. Bean,et al. Genetic Algorithms and Random Keys for Sequencing and Optimization , 1994, INFORMS J. Comput..
[22] Dimitri P. Bertsekas,et al. Missile defense and interceptor allocation by neuro-dynamic programming , 2000, IEEE Trans. Syst. Man Cybern. Part A.
[23] John N. Tsitsiklis,et al. Neuro-Dynamic Programming , 1996, Encyclopedia of Machine Learning.
[24] A. Robinson. I. Introduction , 1991 .
[25] Richard S. Sutton,et al. Reinforcement Learning: An Introduction , 1998, IEEE Trans. Neural Networks.
[26] Rémi Munos,et al. Error Bounds for Approximate Policy Iteration , 2003, ICML.
[27] William J. Cook,et al. A Computational Study of the Job-Shop Scheduling Problem , 1991, INFORMS Journal on Computing.
[28] Martin Lauer,et al. An Algorithm for Distributed Reinforcement Learning in Cooperative Multi-Agent Systems , 2000, ICML.