Hierarchical multi-agent deep reinforcement learning to develop long-term coordination.
Marie OssenkopfMackenzie JorgensenKurt GeihsPublished in: SAC (2019)
Keyphrases
- multi agent
- reinforcement learning
- long term
- multi agent reinforcement learning
- multi agent systems
- cooperative
- short term
- multiagent systems
- multiple agents
- cooperative multi agent systems
- multiagent learning
- heterogeneous agents
- multi agent environments
- cooperating agents
- multiagent reinforcement learning
- optimal policy
- single agent
- agent communication
- hierarchical reinforcement learning
- hierarchical model
- machine learning
- markov decision processes
- agent oriented
- agent societies
- hierarchical models
- reinforcement learning algorithms
- function approximation
- transfer learning
- unsupervised learning
- multi agent planning
- reinforcement learning agents
- multi agent coordination
- learning algorithm