Amit Sinha's repositories
comp765_project
Code for the Comp 765 Project - Decentralized Control using Approximate Dynamic Programming - Includes Environement as well
asym-rlpo
Asymmetric methods for partially observable reinforcement learning
Autonomous-Control-of-Vehicles-using-Overhead-Computer-vision
A project based on automating a vehicle in going from point A to point B using overhead cameras
Brain-Computer-Interface-Project
A project based on calssifying motor imagery from BCI devices
deep_objdetect
A framework for experiments on object detection using the darknet (yolo) and py-faster-rcnn techniques
deep_vidproc_tool
A tool for video processing using deep learning based object detection and some simple algorithms.
DeepRL-Tutorials
Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
open_spiel
OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.
py_faster_rcnn
Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version
pytorch-maml-rl
Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch
RainbowAIS
Rainbow: Combining Improvements in Deep Reinforcement Learning
rl-starter-files
RL starter files in order to immediatly train, visualize and evaluate an agent without writing any line of code
stochastic-control
Course notes for ECSE 506: Stochastic Control and Decision Theory