Reward Bound for Behavioral Guarantee of Model-based Planning Agents.
Zhiyu AnXianzhong DingWan DuPublished in: CoRR (2024)
Keyphrases
- agent behavior
- reactive agents
- multi agent
- reinforcement learning
- multi agent systems
- multi agent planning
- single agent
- action selection
- autonomous agents
- intelligent agents
- multiple agents
- cooperative
- multiagent systems
- software agents
- decentralized decision making
- uncertain environments
- agent receives
- decision theoretic
- upper bound
- game theoretic
- intelligent behavior
- information gathering
- agent architecture
- lower bound
- agent based simulation
- learning agent
- mobile agents
- heuristic search
- planning problems
- agent model
- resource allocation
- model free
- agent systems
- coalition formation
- expected reward
- dynamic environments
- decision making
- incomplete knowledge
- complex environments
- artificial agents
- real time strategy games
- sensing actions
- worst case
- trust model
- human behavior
- partial plans
- search algorithm
- partially observable