prakashgawas Goto Github PK

awesome-rl

Reinforcement learning resources curated

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

c51-ddqn-keras

C51-DDQN in Keras

coach

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

cs234-reinforcement-learning-winter-2019

My Solutions of Assignments of CS234: Reinforcement Learning Winter 2019

deeplearning.ai-assignments

deeprl

Modularized Implementation of Deep RL Algorithms in PyTorch

dqn

dqn_zoo

The implement of all kinds of dqn reinforcement learning with Pytorch

dvrp-stochastic-requests

Online algorithms for solving large-scale dynamic vehicle routing problems with stochastic requests

encode-attend-navigate

ipsw2022

kddcup-starting-kit

The submission template for the Learning to Dispatch and Reposition Competition @ KDD2020.

kddcup2021-citybrainchallenge-starter-kit

neuradp-for-ride-pooling

A simulator and learning agent to solve the ridesharing problem

newyork-taxi-demand-prediction

or-gym

Environments for OR and RL Research

or-rl-benchmarks

The source code for the paper: 'ORL: Reinforcement Learning Benchmarks for Online Stochastic Optimization Problems'

project

My Project

public_drl_sc

qambo

Experiments in Deep Q Learning controlling ambulance placement

rainbow

Rainbow: Combining Improvements in Deep Reinforcement Learning

rainbow-is-all-you-need

Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow

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-1

Minimal and Clean Reinforcement Learning Examples

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

rl-book

rl_algorithms

Structural implementation of RL key algorithms

rlstuff

A collection of reinforcement learning algorithm implementations

simulator

Efficient Large-Scale Fleet Management via Multi-Agent Deep Reinforcement Learning