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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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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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tsp combinational-optimization

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