Hierarchical Needs-driven Agent Learning Systems: From Deep Reinforcement Learning To Diverse Strategies.
Qin YangPublished in: CoRR (2023)
Keyphrases
- learning systems
- reinforcement learning
- exploration strategy
- learning process
- learning agents
- multi agent
- action selection
- machine learning
- computer supported
- learning agent
- multi agent systems
- learning environment
- intelligent agents
- learning resources
- partially observable
- learning materials
- multiagent systems
- state space
- reward function
- software agents
- autonomous learning
- function approximation
- state abstraction
- trading agents
- action space
- dynamic environments
- autonomous agents
- reinforcement learning algorithms
- human learning
- learning algorithm
- agent learns
- technology enhanced learning systems
- state action
- markov decision process
- learning capabilities
- multiple agents
- optimal policy
- learning styles
- negotiation strategies
- online auctions
- markov decision processes