Pedro N. Rodriguez H's repositories
ai-economist
Foundation is a flexible, modular, and composable framework to model socio-economic behaviors and dynamics with both agents and governments. This framework can be used in conjunction with reinforcement learning to learn optimal economic policies, as done by the AI Economist (https://www.einstein.ai/the-ai-economist).
big
CMU RI BIG
xitari-Windows
A platform for AI research, in Windows
bwapi
Brood War API
category-theory-for-dotnet-programmers
This repo contains all c++ / haskell samples from Bartosz Milewski's book (Category Theory for Programmers) converted to csharp and fsharp
conservative-uncertainty-estimation-random-priors
Source code for paper Conservative Uncertainty Estimation By Fitting Prior Networks (ICLR 2020)
CQL
Code for conservative Q-learning
DAN
A new architecture of semantic segmentation called Dense-Attention Networks.
diffkt
A framework for automatic differentiation in Kotlin
fsi-samples
A collection of open-source GPU accelerated Python tools and examples for quantitative analyst tasks and leverages RAPIDS AI project, Numba, cuDF, and Dask.
google-research
Google Research
hanabi_SAD
Simplified Action Decoder for Deep Multi-Agent Reinforcement Learning
Hanabi_SPARTA
Research code implementing the search AI agent for Hanabi, as well as a web server so people can play against it
ite_v2
Intelligent Trial & Error Algorithm for Robot Adaptation
open_spiel
OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.
phemex-python-api
Phemex Market Data & Trading API in Python
PyBC
Bitcoin blockchain parser for Python 2 and 3. Includes handy examples.
rlkit
Collection of reinforcement learning algorithms
s2client-api
StarCraft II Client - C++ library supported on Windows, Linux and Mac designed for building scripted bots and research using the SC2API.
Scientific-Software-Design
Code examples from Rouson, Xia & Xu (Cambridge University Press, 2011)
starcraft_defogger
Forward Modeling for Partial Observation Strategy Games - A StarCraft Defogger
StarData
Starcraft AI Research Dataset
swift-models
Example models built using Swift for TensorFlow
TorchCraft
Connecting Torch to StarCraft
TrillSamples
Sample applications to demonstrate how to use the Trill library and API
weld
High-performance runtime for data analytics applications
world-models
Reimplementation of World-Models (Ha and Schmidhuber 2018) in pytorch