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Making RL more efficient by using domain-knowledge embedded in HTNs, tested on Minecraft platform

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mdp_version

mdp_version

 
 

nn_version

nn_version

 
 

stairs_world

stairs_world

 
 

wall_world

wall_world

 
 

MalmoPython.so

MalmoPython.so

 
 

QAgent.py

QAgent.py

 
 

QAgent.pyc

QAgent.pyc

 
 

README.MD

README.MD

 
 

mdp_rl.py

mdp_rl.py

 
 

nn_rl.py

nn_rl.py

 
 

wall_lrate_55_eps_2_bad_rewards.csv

wall_lrate_55_eps_2_bad_rewards.csv

 
 

wall_room.csv

wall_room.csv

 
 

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Using Malmo for Repairing HTNs using RL

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Making RL more efficient by using domain-knowledge embedded in HTNs, tested on Minecraft platform

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reinforcement-learning research-project microsoft-malmo knowledge-based-planning

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