Finally, we present a new multi-objective tabular distributional reinforcement learning (MOTDRL) algorithm to learn the ESR set in multi-objective multi-armed bandit settings.Hayes, Conor F.National University of Ireland Galway, Galway, IrelandVerstraeten, Timothy...
Conventionally, however, an algorithm for searching automatically for a solution of a combinatorial bandit problem has not particularly been proposed. As the amount of information has been increasing in recent years, it is anticipated that social demand for obtaining a solution to the combinatorial ban...
Finally, PPO is a RL algorithm that directly optimises the policy function. It belongs to the family of Policy Gradient Methods and is known for its stability and reliability. PPO uses a trust region optimisation approach to update the policy to ensure gradual changes, avoiding large policy updat...