No Compromise in Solution Quality: Speeding Up Belief-dependent Continuous POMDPs via Adaptive Multilevel Simplification.
Andrey ZhitnikovOri SztyglicVadim IndelmanPublished in: CoRR (2023)
Keyphrases
- solution quality
- computational effort
- simulated annealing
- computational efficiency
- test problems
- belief state
- feasible solution
- optimal solution
- test instances
- point based value iteration
- benchmark instances
- resource consumption
- reinforcement learning
- belief space
- state space
- population diversity
- belief revision
- grasp with path relinking
- distributed constraint optimization problems
- tabu search algorithm
- partially observable markov decision processes
- training set
- dynamic programming
- linear programming
- tabu search