Antonio Guillen-Perez's starred repositories
Learn2Race_Challenge
Repository of the Learn2Race competition organized by AIcrowd
Reinforcement-Autonomous-Intersection-Management--RAIM
this is the repository of the code used for RAIM project
Edge.SRGAN
A solution of SISR that merges the ideas of SRGAN and Edge Informed SISR. This solution was presented on 1st SpainAI hackathon obtain 4th position.
activitywatch
The best free and open-source automated time tracker. Cross-platform, extensible, privacy-focused.
TD3_from_demonstration
Using expert demonstrations in TD3 to learn faster
kair_algorithms_draft
Reinforcement learning algorithms for robot control tasks
intelligent_traffic_lights
Traffic Lights Control with Deep Learning
Traffic-Control-System-using-Deep-Q-Learning
An efficient implementation of a traffic signal agent which is modelled as a Convolutional Neural Network and trained using Q-Learning.
Stock-Prediction-Models
Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations
transformer-time-series-prediction
proof of concept for a transformer-based time series prediction model
rllibsumoutils
Python3 library able to connect the RLLIB framework with the SUMO simulator.
flatland-challenge-marl
Proposed solution to the Flatland challenge (https://www.aicrowd.com/challenges/flatland-challenge), solving the Vehicle Rescheduling Problem (VRSP) on trains using Multi-Agent-Reinforcement-Learning
flatland-challenge-starter-kit
⚠️ NOTICE: This starter kit was used for 2019 challenge and has been deprecated in favour of 2020 Flatland challenge's starter kit present here
MARL-Papers
Paper list of multi-agent reinforcement learning (MARL)
awesome-deep-rl
For deep RL and the future of AI.
open_spiel
OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.
eat_tensorflow2_in_30_days
Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋