Mathematics
Computational Complexity
14%
Controller
14%
Cost Function
15%
Costs
22%
Descent
5%
Dynamic Environment
6%
Efficient Algorithms
31%
Finite Horizon
6%
Function Approximation
18%
Horizon
11%
Learning
58%
Learning Algorithm
25%
Learning Rate
7%
Linear Control
18%
Linear Dynamical Systems
18%
Linear Optimization
6%
Linear Quadratic Control
27%
Linear Quadratic Regulator
21%
Linear Time
6%
Logarithmic
12%
Loss Function
5%
Markov Decision Process
18%
Mirror
5%
Mixing Time
19%
Nondegeneracy
5%
On-line Control
28%
Online Algorithms
16%
Online Learning
11%
Optimal Policy
10%
Optimal Rates
18%
Oracle
9%
Paradigm
15%
Policy
22%
Quadratic Loss
10%
Quadratic Systems
6%
Regression
7%
Regret
100%
Reinforcement Learning
29%
Reward
9%
Schedule
5%
Shortest path
16%
Square root
14%
State Transition
6%
Steady-state Distribution
9%
Trajectory
12%
Transition Matrix
11%
Uncertainty
13%
Unknown
33%
Upper bound
9%
Wages
5%
Engineering & Materials Science
Computational complexity
6%
Control systems
19%
Controllers
6%
Convex optimization
22%
Cost functions
11%
Costs
23%
Dynamical systems
10%
Feedback
27%
Learning algorithms
37%
Markov chains
10%
Markov processes
27%
Planning
12%
Polynomials
7%
Random processes
5%
Random variables
5%
Reinforcement learning
45%
Relaxation
14%
Sampling
10%
Trajectories
8%
Wages
6%