Optimal Rewards versus Leaf-Evaluation Heuristics in Planning Agents.
Jonathan SorgSatinder P. SinghRichard L. LewisPublished in: AAAI (2011)
Keyphrases
- optimal planning
- reactive agents
- heuristic search
- multi agent
- multi agent systems
- cooperative
- software agents
- dynamic programming
- resource allocation
- multiple agents
- action selection
- autonomous agents
- single agent
- optimal plans
- multi agent planning
- multiagent systems
- planning problems
- reinforcement learning
- forward search
- partial plans
- ai planning
- complex domains
- plan execution
- control knowledge
- incomplete knowledge
- intelligent agents
- planning tasks
- state space
- decision making
- agent architecture
- information gathering
- domain independent
- mobile agents
- dynamic environments
- optimal solution
- expected reward