jmribeiro Goto Github PK

a-practical-introduction-to-reinforcement-learning

adhoc-teamwork-under-partial-observability

Code for ECAI 2023 paper "Making Friends in the Dark: Ad Hoc Teamwork under Partial Observability"

androideventcollector

Forensic tool that provides data collection from rooted Android devices

c-algorithms

clisp-tetris-a-ai

Tetris A* Search w/ Heuristics coded in CLISP

cpractice

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

gridworlds

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

hybridga3c

Hybrid CPU/GPU implementation of the A3C algorithm for deep reinforcement learning.

java-tictactoe-minimax-alphabeta-prunning

Java TicTacToe MiniMax & Alpha-Beta Prunning

lifespan_age_transformation_synthesis

Lifespan Age Transformation Synthesis code

mydrive-java-filesystem-and-shell

Java FileSystem w/ Shell developed with SCRUM team

numpy-neural-network-from-scratch

Neural network implemented using nothing but NumPy (no autograd), showcased for multi-class classification, with OCR dataset.

pddpg-hfo

Half Field Offense in Robocup 2D Soccer with reinforcement learning

pfrl

PFRL: a PyTorch-based deep reinforcement learning library

plastic-algorithms

Python implementation of the PLASTIC Model and PLASTIC Policy algorithms for Ad Hoc teamwork

pruning-and-sparsemax-methods-for-hierarchical-attention-networks

Paper code for Pruning and Sparsemax Methods for Hierarchical Attention Networks

pytorch-nlp

Basic Utilities for PyTorch Natural Language Processing (NLP)

pytorch-seq2seq-encoder-decoder

Arabic to English Translation using Encoder-Decoder Sequence-to-Sequence Model

rl-baselines-zoo

A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.

slm-lab

Modular Deep Reinforcement Learning framework in PyTorch.

teamster-model-based-ad-hoc-teamwork

Source code for paper "TEAMSTER: Model-based reinforcement learning for ad hoc teamwork" (Artificial Intelligence Journal, 2023)

tf-agents

tfagents

TF-Agents is a library for Reinforcement Learning in TensorFlow

torchbeast

A PyTorch Platform for Distributed RL

ugp

Paper code for Multi-task learning without Catastrophic Forgetting in Deep Reinforcement Learning (https://login.easychair.org/publications/paper/8RPq)

upatransports

yaaf

Yet Another Agents Framework - An RL research-oriented framework for agent prototyping and evaluation