Browsing Computer Science - Undergraduate degree by Author "Alegre, Lucas Nunes"
Now showing items 1-2 of 2
-
Knowledge transfer in multi-objective multi-agent reinforcement learning via generalized policy improvement
Almeida, Vicente Nejar de (2022) [Work completion of graduation]Even though many real-world problems are inherently distributed and multi-objective, most of the reinforcement learning (RL) literature deals with single agents and single objectives. That being said, some of these problems ... -
Minimum delay adaptation in non stationary reinforcement learning via online high confidence change point detection
Alegre, Lucas Nunes (2020) [Work completion of graduation]Non-stationary environments are challenging for reinforcement learning algorithms. If the state transition and/or reward functions change based on latent factors, the agent is effectively tasked with optimizing a behavior ...