Improved reinforcement learning in cooperative multi-agent environments using knowledge transfer.
Mahnoosh MahdavimoghadamAmin NikanjamMonireh AbdoosPublished in: J. Supercomput. (2022)
Keyphrases
- knowledge transfer
- multi agent environments
- reinforcement learning
- cooperative
- multi agent
- multi agent systems
- transfer learning
- autonomous agents
- knowledge sharing
- reinforcement learning algorithms
- learning tasks
- single agent
- reinforcement learning agents
- transferring knowledge
- state space
- function approximation
- machine learning
- reinforcement learning methods
- markov decision processes
- neural network
- temporal difference
- model free
- prior knowledge
- case study
- e learning
- mutual adaptation
- optimal policy
- dynamic environments
- control problems
- learning process
- learning algorithm