GOAL: A Generalist Combinatorial Optimization Agent Learner.
Darko DrakulicSofia MichelJean-Marc AndreoliPublished in: CoRR (2024)
Keyphrases
- combinatorial optimization
- simulated annealing
- metaheuristic
- combinatorial optimization problems
- branch and bound algorithm
- traveling salesman problem
- branch and bound
- combinatorial problems
- multi agent
- mathematical programming
- optimization problems
- multi agent systems
- hard combinatorial optimization problems
- autonomous agents
- multiagent systems
- learning environment
- learning materials
- e learning
- vehicle routing problem
- software agents
- multiple agents
- learning process
- intelligent agents
- particle swarm optimization
- rational agents
- quadratic assignment problem
- learning companion
- agent learns
- graph theory
- dynamic environments
- estimation of distribution algorithms
- single machine scheduling problem
- learning goals
- combinatorial search
- submodular functions
- human agent
- genetic algorithm