ScheduleNet: Learn to solve multi-agent scheduling problems with reinforcement learning.
Junyoung ParkSanjar BakhtiyarJinkyoo ParkPublished in: CoRR (2021)
Keyphrases
- reinforcement learning
- multi agent
- scheduling problem
- reinforcement learning agents
- function approximators
- optimal policy
- processing times
- function approximation
- reinforcement learning algorithms
- model free
- single machine
- previously learned
- learning agent
- complex domains
- multi agent reinforcement learning
- search algorithm for solving
- learning algorithm
- machine learning
- autonomous agents
- multiagent systems
- intelligent agents
- cooperative
- special case
- job shop scheduling
- tabula rasa
- traffic signal control
- agent learns
- state space
- sensory inputs
- optimal control
- single agent
- transfer learning
- action selection
- learning tasks