thiagopbueno

awesome-probabilistic-planning

A curated list of online resources for probabilistic planning: papers, software and research groups around the world!

tf-mpc

An implementation of model-predictive control algorithms using TensorFlow 2

gradient-estimators-in-stochastic-computation-graphs

Gradient Estimation in Stochastic Computation Graphs using TensorFlow.

rddlgym

A toolkit for working with RDDL domains in Python3.

tf-plan

Planning through backpropagation using TensorFlow.

pddlparser-pp

Domain and problem PDDL parser in C/C++ using Flex & Bison.

pypddl-parser

Domain and problem PDDL parser in Python3 using ply.

pyrddl

RDDL lexer/parser in Python3.

tf-mdp

Probabilistic planning in continuous state-action MDPs in TensorFlow.

curso-verao-rl-ime-2021

Curso de verão em Aprendizado por Reforço - 2021 - IME-USP

mdp-problog

MDP-ProbLog is a framework to represent and solve (infinite-horizon) MDPs specified by probabilistic logic programming.

pyddlib

pyddlib is a Python3 library for manipulating decision diagrams.

rddl2tf

RDDL2TensorFlow compiler.

tf-rddlsim

A RDDL simulator running in TensorFlow.

mdps-in-tensorflow

Representation and solution of continuous state-action MDPs in TensorFlow.

pybayesbandit

Bayesian bandits in Python3.

alphago-na-usp

Official website of AlphaGoNaUSP.com

symbolic-mdp-problog

curso-verao-rl-ime-2020

Curso de verão em Aprendizado por Reforço pelo IME-USP

markov-decision-programs

Representation and simulation of MDPs in ProbLog

model-aware-policy-optimization

MAPO: Model-Aware Policy Optimization algorithm

rddl4inference

Linear Probabilistic Programming in RDDL.

sakabot

Crawler for Sakamoto blog posts written in Python3 with scrapy library.

TensorFlow-Tutorials

TensorFlow Tutorials with YouTube Videos

dotfiles

Config files for bash, osx and others

liamf-page

loggibud

Real-world benchmarks for urban delivery problems, including vehicle routing and facility location problems.

MDP-MILP

rddlsim

Automatically exported from code.google.com/p/rddlsim

tuneconfig

Hyperparameter config file generator.