Pinned Repositories
choice-models
Python package to work with Discrete Choice Models.
cs234-assignments
Stanford CS234: Reinforcement Learning assignments and practices
dblp
Parse the dblp data into a structured format for experimentation.
Decision_Forest_Choice_Model
Code for paper "Decision Forest: A Nonparametric Approach to Modeling Irrational Choice" by Y.-C. Chen and V. V. Mišić
DeepBeerInventory-RL
The code for the SRDQN algorithm to train an agent for the beer game problem
DRL
Deep Reinforcement Learning
DRL-assortment
DRL_A3C_inventory
ellalgo
Ellipsoid Algorithm Python Code
Reward-shaping-to-improve-the-performance-of-DRL-in-inventory-management
Link to paper: https://www.ssrn.com/abstract=3804655
DRL-OM's Repositories
DRL-OM/DRL-assortment
DRL-OM/Decision_Forest_Choice_Model
Code for paper "Decision Forest: A Nonparametric Approach to Modeling Irrational Choice" by Y.-C. Chen and V. V. Mišić
DRL-OM/Reward-shaping-to-improve-the-performance-of-DRL-in-inventory-management
Link to paper: https://www.ssrn.com/abstract=3804655
DRL-OM/DeepBeerInventory-RL
The code for the SRDQN algorithm to train an agent for the beer game problem
DRL-OM/DRL_A3C_inventory
DRL-OM/choice-models
Python package to work with Discrete Choice Models.
DRL-OM/cs234-assignments
Stanford CS234: Reinforcement Learning assignments and practices
DRL-OM/dblp
Parse the dblp data into a structured format for experimentation.
DRL-OM/DRL
Deep Reinforcement Learning
DRL-OM/ellalgo
Ellipsoid Algorithm Python Code
DRL-OM/Linear_Programming_Algorithms
LP solvers (simplex, ellipsoid, and interior point methods)
DRL-OM/MST
DRL-OM/ResEcon703
Topics in Advanced Econometrics (ResEcon 703). University of Massachusetts Amherst. Taught by Matt Woerman
DRL-OM/Tensorflow-Tutorial
Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学
DRL-OM/weightedsetcover
A greedy approximation algorithm to solve the weighted set cover problem. Written in Python.
DRL-OM/wolpertinger_ddpg
Wolpertinger Training with DDPG (Pytorch), Deep Reinforcement Learning in Large Discrete Action Spaces. Multi-GPU/Singer-GPU/CPU compatible.