Reinforcement learning coordination with combined heuristics in multi-agent environment for university timetabling.
Olga YugayLee Tae KyungFranz I. S. KoPublished in: ICIS (2009)
Keyphrases
- multi agent environment
- multi agent
- multi agent systems
- reinforcement learning
- single agent
- multi agent reinforcement learning
- timetabling problem
- cooperative multi agent systems
- multiple agents
- cooperative
- state space
- multiagent systems
- learning algorithm
- search algorithm
- optimal policy
- learning process
- multiagent learning
- markov decision processes
- constraint programming
- evaluation function
- function approximation
- probability distribution
- case study
- e learning