zhiruifeng Goto Github PK

advanced-lane-lines

Advanced model of lane lines finding for self-driving cars

alex

Alex Dialogue Systems Framework

alg-pocket

Algorithms design and analysis

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

carsmemory

A data engineering platform for maintaining a data ecosystem to support self-driving cars research.

counterfactual_rl

Reinforcement Learning Agent that can make full use of counterfactual information.

data-analysis-cases

dialogue-system

A nature language dialogue system

explorer

Algorithms related to solving problems from searching and planning

find-lane-lines

Finding the lane lines for self-driving cars.

h1b_statistics

Analysis of H1B data

helpmeout

CSCI 534

keras-rl

Deep Reinforcement Learning for Keras.

lightning-mcqueen

Self-driving car related project.

mlgym

Machine Learning related topics

papernotes

A collection of notes on papers, and related implementation

playground

Personal Lieutenant rank (Learning Level) project: learning through imitation and experiments for gaining more understanding.

rainbow

Rainbow: Combining Improvements in Deep Reinforcement Learning

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-an-introduction

Python implementation of Reinforcement Learning: An Introduction

retro

Retro Games in Gym

rl-league

Implementations of state-of-art Reinforcement Learning architectures

rlgym

rllab

rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.

speech_processor

tensorforce

TensorForce: A TensorFlow library for applied reinforcement learning