Maximize to Explore: One Objective Function Fusing Estimation, Planning, and Exploration.
Zhihan LiuMiao LuWei XiongHan ZhongHao HuShenao ZhangSirui ZhengZhuoran YangZhaoran WangPublished in: NeurIPS (2023)
Keyphrases
- objective function
- multi objective
- action selection
- lower bound
- optimal solution
- planning problems
- dynamic programming
- mixed initiative
- decision support
- domain independent
- weighted sum
- stochastic domains
- data sets
- initial guess
- optimization procedure
- robust estimation
- data fusion
- parameter estimation
- linear programming
- optimization problems
- domain specific