Multi-agent Exploration with Reinforcement Learning.
Alkis SygkounasDimitris TsipianitisGeorge NikolakopoulosCharalampos P. BechlioulisPublished in: MED (2022)
Keyphrases
- reinforcement learning
- multi agent
- exploration strategy
- exploration exploitation
- action selection
- active exploration
- function approximation
- multi agent systems
- model based reinforcement learning
- markov decision processes
- cooperative
- autonomous learning
- multiagent systems
- multi agent reinforcement learning
- transfer learning
- model free
- single agent
- learning process
- reinforcement learning agents
- intelligent agents
- state space
- reinforcement learning algorithms
- learning agents
- machine learning
- multi agent environments
- cooperative agents
- learning algorithm
- supervised learning
- temporal difference
- software agents
- autonomous agents
- agent based simulations
- optimal policy
- real robot
- information visualization
- reinforcement learning methods
- multiple agents
- coalition formation
- decision problems
- traffic signal control
- dynamic programming