HEALER: POMDP Planning for Scheduling Interventions among Homeless Youth (Demonstration).
Amulya YadavEce KamarBarbara J. GroszMilind TambePublished in: AAMAS (2016)
Keyphrases
- planning problems
- belief space
- partially observable markov decision processes
- partially observable
- partially observable markov decision process
- belief state
- stochastic domains
- reinforcement learning
- production planning
- dynamical systems
- finite state
- ai planning
- partially observable stochastic domains
- sequential decision making problems
- predictive state representations
- planning under uncertainty
- heuristic search
- scheduling problem
- scheduling algorithm
- state space
- round robin
- partial observability
- blocks world
- multi agent
- resource allocation
- optimal policy
- markov decision problems
- plan generation
- continuous state
- temporal planning
- linear programming
- domain specific
- planning process
- domain independent
- planning domains