Reward tampering and evolutionary computation: a study of concrete AI-safety problems using evolutionary algorithms.
Mathias K. NilsenTønnes F. NygaardKai Olav EllefsenPublished in: Genet. Program. Evolvable Mach. (2023)
Keyphrases
- evolutionary computation
- evolutionary algorithm
- optimization problems
- optimisation problems
- computational intelligence
- genetic programming
- cooperative coevolution
- fitness function
- multi objective
- machine learning and data mining
- differential evolution
- genetic algorithm
- evolutionary methods
- fuzzy systems
- multiobjective optimization problems
- simulated annealing
- learning classifier systems
- benchmark problems
- multi objective optimization
- evolvable hardware
- genetic operators
- gene expression programming
- hard optimization problems
- test functions
- continuous domains
- swarm intelligence
- initial population
- differential evolution algorithm
- fuzzy logic
- metaheuristic
- evolutionary design
- mutation operator
- nature inspired algorithms
- complex adaptive systems
- genetic algorithm ga
- data mining
- computational systems
- combinatorial optimization
- constrained optimization problems
- artificial life
- evolutionary strategy