Pessimistic Ensembles for Offline Deep Reinforcement Learning

Abstract: In this paper we propose the use of vision grids as state representation to learn to play the game Tron using neural networks and reinforcement ...







Incrementally Expanding Environment in Deep Reinforcement ...
This thesis is the result of a research work I have carried out between 2015 and 2018 at the Laboratory of Mechanic of Contacts and Structures (LaMCoS), ...
Project Plan
Our algorithm for training VPN can be viewed as an instance of TD search, but it learns the dynamics of future rewards/values instead of being ...
Opponent Modelling in the Game of Tron using Reinforcement ...
Knowledge co-production processes are increasingly used to promote transdisciplinary collabo- ration and integration of knowledge across ...



Autres Cours:

Reinforcement Learning in Persistent Environments: Representation ...