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Tensorflow implementation of an Actor Critic algorithm using a Pointer Network to solve the TSP (algorithm from Neural Combinatorial Optimization with Reinforcement Learning, Bello et al, 2016)

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ZhouJiaLinmumu/Actor_CriticPointer_Network-TSP

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Actor Critic PtrNet TSP.ipynb

Actor Critic PtrNet TSP.ipynb

 
 

Critic Network Bello.ipynb

Critic Network Bello.ipynb

 
 

PointerNet_TSP.ipynb

PointerNet_TSP.ipynb

 
 

README.md

README.md

 
 

critic_network_tsp.py

critic_network_tsp.py

 
 

knapsack_env.py

knapsack_env.py

 
 

pointer_net_knapsack.py

pointer_net_knapsack.py

 
 

pointer_net_tsp.py

pointer_net_tsp.py

 
 

tsp_env.py

tsp_env.py

 
 

tsp_utils.py

tsp_utils.py

 
 

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Actor_CriticPointer_Network-TSP

Tensorflow implementation of an Actor Critic algorithm using a Pointer Network to solve the TSP, from Bello et al. 2016

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Tensorflow implementation of an Actor Critic algorithm using a Pointer Network to solve the TSP (algorithm from Neural Combinatorial Optimization with Reinforcement Learning, Bello et al, 2016)

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