Balancing Exploration and Exploitation in Classical Planning.
Tim SchulteThomas KellerPublished in: SOCS (2014)
Keyphrases
- classical planning
- balancing exploration and exploitation
- reinforcement learning
- learning to rank
- domain independent
- state space
- planning problems
- heuristic search
- partially observable
- planning domains
- heuristic function
- information retrieval
- initial state
- ai planning
- orders of magnitude
- domain specific
- ranking functions
- markov decision processes
- partially observable markov decision processes
- loss function
- evolutionary algorithm
- sensing actions
- supervised learning