Reinforcement Learning in Cyclic Environmental Changes for Agents in Non-Communicative Environments: A Theoretical Approach.
Fumito UwanoKeiki TakadamaPublished in: EXTRAAMAS (2023)
Keyphrases
- reinforcement learning
- multi agent environments
- multi agent
- learning agents
- multi agent systems
- dynamic environments
- autonomous agents
- single agent
- action selection
- highly dynamic
- complex environments
- multiple agents
- reinforcement learning agents
- artificial agents
- multiagent learning
- multi agent reinforcement learning
- agent receives
- multiagent systems
- intelligent agents
- cooperative
- robocup soccer
- open systems
- open environments
- reinforcement learning algorithms
- software agents
- function approximation
- decision making
- state space
- learning agent
- real world
- multiagent reinforcement learning
- mobile agents
- embodied conversational agents
- partial observability
- model free
- resource allocation
- machine learning
- agent architecture
- learning algorithm
- decentralized control
- uncertain environments
- agent systems
- agent behavior
- theoretical analysis
- learning capabilities
- markov decision processes
- reinforcement learning methods
- dynamic programming
- optimal policy
- temporal difference
- game theoretic
- agent model
- autonomous robots
- agent technology