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qiangge1987's Projects

3d-bin-packing icon 3d-bin-packing

3D Bin Packing improvements based on https://github.com/enzoruiz/3dbinpacking

adversarial icon adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

blackbox-backprop icon blackbox-backprop

Torch modules that wrap blackbox combinatorial solvers according to the method presented in "Differentiating Blackbox Combinatorial Solvers"

deep-reinforcement-stock-trading icon deep-reinforcement-stock-trading

A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep reinforcement learning algorithms to stock trading in a highly modular and scalable framework.

ecog2txt icon ecog2txt

code for decoding speech as text from neural data

pytorch-drl4vrp icon pytorch-drl4vrp

Implementation of: Nazari, Mohammadreza, et al. "Deep Reinforcement Learning for Solving the Vehicle Routing Problem." arXiv preprint arXiv:1802.04240 (2018).

q-trader icon q-trader

Deep Q-learning driven stock trader bot

tsp_collection icon tsp_collection

TSP算法全复现:遗传(GA)、粒子群(PSO)、模拟退火(SA)、禁忌搜索(ST)、蚁群算法(ACO)、自自组织神经网络(SOM)

vrp-rl icon vrp-rl

Reinforcement Learning for Solving the Vehicle Routing Problem

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