3 citations · 4 across the 3 of their papers we have counts for
3 papers
Inverse Reinforcement Learning with Sub-optimal Experts
Riccardo Poiani, Gabriele Curti, Alberto Maria Metelli +1
Inverse Reinforcement Learning (IRL) techniques deal with the problem of deducing a reward function that explains the behavior of an expert agent who is assumed to act optimally in…
Truncating Trajectories in Monte Carlo Reinforcement Learning
Riccardo Poiani, Alberto Maria Metelli, Marcello Restelli
In Reinforcement Learning (RL), an agent acts in an unknown environment to maximize the expected cumulative discounted sum of an external reward signal, i.e., the expected return.…
Optimizing Empty Container Repositioning and Fleet Deployment via Configurable Semi-POMDPs
Riccardo Poiani, Ciprian Stirbu, Alberto Maria Metelli +1
With the continuous growth of the global economy and markets, resource imbalance has risen to be one of the central issues in real logistic scenarios. In marine transportation, thi…