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Marxvans's Projects

dwa-rl icon dwa-rl

Novel reinforcement learning based local planner that accounts for the dynamic constraints of the robot to enable smooth robot trajectories. Reward shaping is done to enable a spatially aware navigation.

eca_a9 icon eca_a9

Vehicle model description and configuration files for the ECA A9 AUV.

elegantrl icon elegantrl

Lightweight and scalable deep reinforcement learning using PyTorch. Please star. 🔥

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

hypharos_minicar icon hypharos_minicar

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

mpc_local_planner icon mpc_local_planner

The mpc_local_planner package implements a plugin to the base_local_planner of the 2D navigation stack. It provides a generic and versatile model predictive control implementation with minimum-time and quadratic-form receding-horizon configurations.

pytorch-vae icon pytorch-vae

A Collection of Variational Autoencoders (VAE) in PyTorch.

rl-plotter icon rl-plotter

:sparkles: A plotter for reinforcement learning (RL)

ros_comm icon ros_comm

ROS communications-related packages, including core client libraries (roscpp, rospy, roslisp) and graph introspection tools (rostopic, rosnode, rosservice, rosparam).

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

tensorlayer icon tensorlayer

Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥

vq-vae-2-pytorch icon vq-vae-2-pytorch

Implementation of Generating Diverse High-Fidelity Images with VQ-VAE-2 in PyTorch

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