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3d_control_deep_rl

Baselines and memory-based scenarios for the ViZDoom simulator

3d_control_rl_scenario_benchmarks

A selection of 3D control scenarios created in a highly efficient simulator, benchmarked with the A2C algorithm

aa_lcs_project

MLDM Semester 1 Advanced Algorithms project.

ai_project

MLDM Semester 1 Artificial Intelligence project.

android_env

arnold

Arnold - DOOM Agent

atari-agents

Code and links for trained Atari agents

autoawq

AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:

blog

Public repo for HF blog posts

carla

Open-source simulator for autonomous driving research.

chippy_avoidance

https://tralexium.itch.io/chippy

cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

computer_networks_project

A Torrent Filesharing application

covid-19

COVID-19 Detector from x-rays using Computer Vision and Deep Learning

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

decision-transformer

Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.

deepmind-advanced-deep-learning-and-reinforcement-learning

Advanced Deep Learning and Reinforcement Learning course taught at UCL in partnership with Deepmind

deepnlp-models-pytorch

Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

deeprl-agents

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

differentiable-plasticity

Implementations of the algorithms described in Differentiable plasticity: training plastic networks with gradient descent, a research paper from Uber AI Labs.

distilabel

⚗️ AI Feedback framework for scalable LLM alignment

dnc_pytorch

Differential Neural Computer Implemented in the PyTorch framework

edbeeching.github.io

Professional Webpage

ego_map

EgoMap: Projective mapping and structured egocentric memory for Deep RL

examples

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

fadernetworks

Fader Networks: Manipulating Images by Sliding Attributes - NIPS 2017

fastphotostyle

Style transfer, deep learning, feature transform

fbx2gltf

A command-line tool for the conversion of 3D model assets on the FBX file format to the glTF file format.

godot-splerger

Mesh splitting and merging script for Godot

godotgymai

Communicating with godot engine through shared memory