Enabling Intelligent Interactions between an Agent and an LLM: A Reinforcement Learning Approach.
Bin HuChenyang ZhaoPu ZhangZihao ZhouYuanhang YangZenglin XuBin LiuPublished in: CoRR (2023)
Keyphrases
- reinforcement learning
- multi agent environments
- learning capabilities
- multi agent
- agent technology
- action selection
- multi agent systems
- learning agent
- autonomous agents
- interacting agents
- multiagent systems
- intelligent agents
- decision making
- autonomous learning
- exploration strategy
- learning agents
- state action
- state abstraction
- machine learning
- reinforcement learning algorithms
- agent interactions
- multi agent reinforcement learning
- intelligent systems
- state space
- cooperative
- action space
- agent systems
- temporal difference
- model free
- single agent
- agent receives
- markov decision process
- reward shaping
- agent learns
- reinforcement learning agents
- social norms
- reward function
- function approximation
- software agents
- mobile agents
- optimal policy
- learning process
- partially observable
- multiple agents
- agent model
- agent architecture
- markov decision processes
- dynamic programming
- open multiagent systems
- learning algorithm
- intelligent software agents
- social networks
- distributed systems
- decision support
- dynamic environments
- transfer learning
- neural network
- learning mechanism