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Adarsh Patnaik's Projects

bayesrace icon bayesrace

Learning based control for autonomous racing

gym-pybullet-drones icon gym-pybullet-drones

PyBullet Gym environments for single and multi-agent reinforcement learning of quadcopter control

gym-racecar icon gym-racecar

This is a miniature race car gym-env for RL from states (and images)

high_mpc icon high_mpc

Learning High-Level Policies for Model Predictive Control.

husky icon husky

Common packages for the Clearpath Husky

hypharos_minicar icon hypharos_minicar

1/20 MiniCar: An ackermann based rover for MPC and Pure-Pursuit controller

lmpc icon lmpc

This repo collets few LMPC examples coded in Python

manim icon manim

Animation engine for explanatory math videos

mpcc icon mpcc

Model Predictive Contouring Controller (MPCC) for Autonomous Racing

probabilistic-ai icon probabilistic-ai

Implementation of Bayesian Learning and Reinforcement Learning algorithms for the course Probabilistic Artificial Intelligence at ETH Zuerich.

reacher icon reacher

Implemented Guided Policy Search algorithm using the V-REP Simulator for 1) 7-DOF robotic arm, 2) quadcopter.

reinforcement-learning icon reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

rlkit icon rlkit

Collection of reinforcement learning algorithms

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