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Montreal Robotics and Embodied AI Lab (REAL)'s Projects

active-domainrand icon active-domainrand

Code repository for Active Domain Randomization (CoRL 2019, https://arxiv.org/abs/1904.04762)

biv icon biv

IV for Deep Learning

bullet3 icon bullet3

Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.

cleanrl icon cleanrl

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

ctrl-sim icon ctrl-sim

Official repository for "CtRL-Sim: Reactive and Controllable Driving Agents with Offline Reinforcement Learning"

dal icon dal

Repository for Deep Active Localization research and benchmarks

dal-gazebo icon dal-gazebo

Repository for Deep Active Localization research and benchmarks in gazebo

deeprlintheworld icon deeprlintheworld

From search engines, to science, to robotics, this reposity is meant to showcase the use of reinforcement learning in the world..

detectron2 icon detectron2

Detectron2 is FAIR's next-generation research platform for object detection and segmentation.

diff3d icon diff3d

Workshop on differentiable vision and graphics - ICCV 2021

diffcvgp icon diffcvgp

Webpage for the proposed workshop on differentiable vision, graphics, and physics

doodad icon doodad

Code for distributing code across computers.

droid icon droid

Distributed Robot Interaction Dataset.

enetdepth icon enetdepth

An extremely fast RGB-D segmentation network

fairo icon fairo

A modular embodied agent architecture and platform for building embodied agents

gradslam icon gradslam

Repo for the gradSLAM library (currently a stub)

highwayenv icon highwayenv

A minimalist environment for decision-making in autonomous driving

hydra_mnist icon hydra_mnist

Example usage of Hydra for HPC clusters using Singularity or Venv

iv_rl icon iv_rl

IV-RL - Sample Efficient Deep Reinforcement Learning via Uncertainty Estimation

la-maml icon la-maml

Official Code Repository for La-MAML: Look-Ahead Meta-Learning for Continual Learning"

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