Shaping multi-agent systems with gradient reinforcement learning.
Olivier BuffetAlain DutechFrançois CharpilletPublished in: Auton. Agents Multi Agent Syst. (2007)
Keyphrases
- multi agent systems
- reinforcement learning
- reward shaping
- multi agent reinforcement learning
- multi agent
- multi agent environments
- policy gradient
- cooperative multi agent systems
- function approximation
- single agent
- cooperative
- coalition formation
- reinforcement learning algorithms
- intelligent agents
- model free
- agent architecture
- autonomous agents
- markov decision processes
- agent technology
- agent systems
- machine learning
- learning agents
- action selection
- learning capabilities
- software agents
- learning algorithm
- computational logic
- state space
- gradient direction
- complex domains
- multiagent systems
- transfer learning
- learning problems
- image gradient
- partially observable
- optimal policy
- edge detection
- reward function
- gradient method
- rl algorithms
- input image
- neural network
- learning process
- optimal control
- game theory