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Suraj Nair's Projects

camelyon17 icon camelyon17

CAMELYON 2017 Pathology/Bio-Imaging Competition

ddpg icon ddpg

Multi-Agent Deep Deterministic Policy Gradients

dronevisionproject icon dronevisionproject

"Annotated Reconstruction of 3D Spaces Using Drones" Suraj Nair, Anshul Ramachandran, Peter Kundzicz. IEEE MIT URTC 2017 Best Paper Presentation

franka_ros_interface icon franka_ros_interface

A ROS/Python API for controlling and managing the Franka Emika Panda robot (real and simulated). Contains exposed controllers for the robot (joint position, velocity, torque), interfaces for the gripper, controller manager, coordinate frames interface, etc. Provides almost complete sim-to-real / real-to-sim transfer of code.

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

metaworld icon metaworld

An open source robotics benchmark for meta- and multi-task reinforcement learning

mhformer icon mhformer

[CVPR 2022] MHFormer: Multi-Hypothesis Transformer for 3D Human Pose Estimation

mj_envs icon mj_envs

A collection of MuJoCo based environments.

mjrl icon mjrl

Reinforcement learning algorithms for MuJoCo tasks

ppo icon ppo

Proximal Policy Optimization implementation with TensorFlow

robomimic icon robomimic

robomimic: A Modular Framework for Robot Learning from Demonstration

robosuite icon robosuite

robosuite: A Modular Simulation Framework and Benchmark for Robot Learning

stable-baselines icon stable-baselines

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

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