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FooBar's Projects

rbpn-pytorch icon rbpn-pytorch

The project is an official implement of our CVPR2019 paper "Recurrent Back-Projection Network for Video Super-Resolution"

realtimepathplanning icon realtimepathplanning

Sampling based rewiring approaches to solve motion planning problems for a robot with dynamic obstacles

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.

reinforcement-learning-algorithms icon reinforcement-learning-algorithms

This repository contains most of classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, A3C, PPO, TRPO. (More algorithms are still in progress)

relation-shape-cnn icon relation-shape-cnn

Relation-Shape Convolutional Neural Network for Point Cloud Analysis (CVPR 2019 Oral & Best paper finalist)

riconv icon riconv

Rotation Invariant Convolutions for 3D Point Clouds Deep Learning

rl-adventure icon rl-adventure

Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL

rl-adventure-2 icon rl-adventure-2

PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay

rl-examples icon rl-examples

Examples of published reinforcement learning algorithms in recent literature implemented in TensorFlow

rl-quadcopter icon rl-quadcopter

Udacity Deep Learning Nano Degree Project : Deep Reinforcement Learning Based Quadcopter controller

rl-quadcopter-2 icon rl-quadcopter-2

udacity final project. teach a quadcopter to fly using reinforcement learning

rlbench icon rlbench

A large-scale benchmark and learning environment.

rlgraph icon rlgraph

RLgraph: Flexible computation graphs for deep reinforcement learning

rlkit icon rlkit

Collection of reinforcement learning algorithms

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