Subgoal Identification for Reinforcement Learning and Planning in Multiagent Problem Solving.
Chung-Cheng ChiuVon-Wun SooPublished in: MATES (2007)
Keyphrases
- multi agent
- reinforcement learning
- goal oriented
- control knowledge
- single agent
- agent communication
- planning process
- action selection
- learning algorithm
- partially observable
- multiagent systems
- deterministic domains
- solving problems
- planning under uncertainty
- multiagent learning
- planning problems
- artificial intelligence
- multiple agents
- function approximation
- explanation based learning
- distributed artificial intelligence
- dynamic programming
- complex domains
- heuristic search
- state space
- mixed initiative
- partially observable markov decision processes
- intelligent agents
- reinforcement learning algorithms
- blocks world
- stochastic domains
- cooperative
- motion planning
- learning agents
- means ends analysis
- optimal policy
- markov decision processes
- decision problems
- information processing
- ai planning
- learning process
- partial observability
- continuous state
- multi agent systems
- reinforcement learning problems
- partial order
- decision theoretic
- engineering design