Risk-sensitivity through multi-objective reinforcement learning.
Kristof Van MoffaertTim BrysAnn NowéPublished in: CEC (2015)
Keyphrases
- multi objective
- reinforcement learning
- evolutionary algorithm
- optimization algorithm
- multi objective optimization
- genetic algorithm
- particle swarm optimization
- multiobjective optimization
- objective function
- bi objective
- risk factors
- function approximation
- evolutionary optimization
- multiple objectives
- risk management
- risk assessment
- risk averse
- nsga ii
- state space
- sensitivity analysis
- multi objective evolutionary
- multi objective optimization problems
- conflicting objectives
- high risk
- model free
- learning process
- multi criteria
- optimum design
- transfer learning
- pareto optimal
- optimal control
- temporal difference
- learning algorithm
- optimal policy
- reinforcement learning methods
- multi agent
- markov decision processes
- multi agent reinforcement learning
- high sensitivity
- temporal difference learning
- decision making
- learning agent
- trade off
- linear programming
- reinforcement learning algorithms
- action selection
- learning classifier systems
- machine learning
- dynamic programming