Question

reinforcement learning for dynamic bidding in truckload markets: an application to large-scale fleet management with advance commitments

Answer 1

Large-Scale Fleet Management with Advance Commitments: An Application of Reinforcement Learning for Dynamic Bidding in Truckload Markets.

The field of machine learning known as reinforcement learning (RL) studies how intelligent agents should behave in a given environment to maximize the concept of cumulative reward. Along with supervised learning and unsupervised learning, reinforcement learning is one of the three fundamental machine learning paradigms.

Reinforcement learning differs from supervised learning in that it does not need the presentation of labelled input/output pairings or the explicit correction of suboptimal behaviors. Instead, the emphasis is on striking a balance between exploitation and exploration (of undiscovered territory) (of current knowledge). The benefits of supervised and RL algorithms can be combined with partially supervised RL algorithms.

To know more Reinforcement learning , visit : brainly.com/question/25961563

#SPJ4