Training Coordination Proxy Agents Using Reinforcement Learning.
Myriam AbramsonPublished in: AAAI Fall Symposium: Interaction and Emergent Phenomena in Societies of Agents (2006)
Keyphrases
- multi agent
- reinforcement learning
- multi agent reinforcement learning
- multi agent systems
- cooperative multi agent systems
- multiple agents
- multiagent systems
- multiagent learning
- cooperative multiagent systems
- cooperative
- learning agents
- distributed agents
- multi agent planning
- heterogeneous agents
- inter agent
- multi agent coordination
- autonomous agents
- single agent
- training set
- cooperating agents
- multiagent coordination
- multi agent environments
- intelligent agents
- distributed artificial intelligence
- multiagent reinforcement learning
- distributed problem solving
- action selection
- supervised learning
- coordination mechanism
- reinforcement learning agents
- learning algorithm
- agent societies
- agent communication
- agent behavior
- agent interactions
- coordination mechanisms
- markov decision processes
- software agents
- machine learning
- partial observability
- dynamic programming
- state space
- optimal policy
- plan execution
- open environments
- stochastic games
- intelligent behavior
- function approximation
- model free
- reinforcement learning algorithms
- learning capabilities
- joint action
- decision making