value-function

🏆 Threes! AI: deck-aware expectimax, N-tuple TD learning, and AlphaZero

TD-Gammon implementation

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

Multi-Shot Approximation of Discounted Cost MDPs

RL with OpenAI Gym

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

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

EMINN implementation of Krusell-Smith model with neural network solutions.

optimal individualized treatment regime estimation for survival data with competing risks

A tabular Q-learning agent for MountainCar-v0 with state discretization, epsilon-schedule experiments, value-function visualization, reward shaping, and a reward-hacking demonstration.

The cognitive core required for superintelligence to emerge. All the ingredients assembled together here.

Goal Selection Strategies for Learning Goal-Oriented Value Functions