TD-Gammon implementation

[ICLR 2020, Oral] Harnessing Structures for Value-Based Planning and Reinforcement Learning

Multi-Shot Approximation of Discounted Cost MDPs

Code for the Macro III course at the M.Sc/Ph.D programs at EPGE/FGV

RL with OpenAI Gym

GAN zoo include GAN, ACGAN, EBGAN, BEGAN, LSGAN, SAGAN, CVAE.

Flappy Bird for artificial intelligence/machine learning (Agent available: Q-Learning, SARSA, and combined with Backpropagation)

This is code from the Numerical Methods course at EPGE/FGV in 2018

Goal Selection Strategies for Learning Goal-Oriented Value Functions

multi-utility optimal individualized treatment regime estimation for survival data