JulyAugust1231

DRL

Deep Reinforcement Learning

gail-pytorch

rc-cli

reinforcement-learning-implementation

Reinforcement Learning examples implementation and explanation

routingchallenge

Our submission to the Amazon Last Mile Routing Challenge

cmdps_via_bvf

gym-minigrid

Minimalistic gridworld package for OpenAI Gym

hgail

gail, infogail, hierarchical gail implementations

Hierarchical-Inverse-Reinforcement-Learning

imitation

Code for the paper "Generative Adversarial Imitation Learning"

Inverse-Reinforcement-Learning

Implementations of selected inverse reinforcement learning algorithms.

irl-maxent

Maximum Entropy and Maximum Causal Entropy Inverse Reinforcement Learning Implementation in Python

jpt-amz

lastmile_challenge

Amazon Last Mile Routing Research Challenge 3rd Place Source Code

LastMileRoutingResearchChallenge

Last Mile Routing Research Challenge

lets-do-irl

Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)

mit-amazon-last-mile

source code for last mile routing research challenge

Permission_Denied

This repo contains the code for the Team Permission Denied in the Amazon Last Mile Routing Challenging. The Team Permission Denied won the second place in the competition. Team members are all Ph.D. students studying Transportation at MIT, Xiaotong Guo, Qingyi Wang and Baichuan Mo.

PyTorch-RL

PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

route-seq-prediction

TLab-Last-Mile

TLab: Solution to Last Mile Routing Research Challenge