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Title: deep_q_rl-master Download
  • Category:
  • AI-NN-PR
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  • File Size:
  • 26kb
  • Update:
  • 2018-04-16
  • Downloads:
  • 0 Times
  • Uploaded by:
  • YH.HO
 Description: This package provides a Lasagne/Theano-based implementation of the deep Q-learning algorithm described in: Playing Atari with Deep Reinforcement Learning Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Alex Graves, Ioannis Antonoglou, Daan Wierstra, Martin Riedmiller and Mnih, Volodymyr, et al. "Human-level control through deep reinforcement learning." Nature 518.7540 (2015): 529-533. Here is a video showing a trained network playing breakout (using an earlier version of the code): http://youtu.be/SZ88F82KLX4
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FilenameSizeDate
deep_q_rl-master 0  2016-06-04

deep_q_rl-master\.gitignore 11  2016-06-04

deep_q_rl-master\LICENSE.txt 1501  2016-06-04

deep_q_rl-master\README.md 3669  2016-06-04

deep_q_rl-master\README_OSX.md 605  2016-06-04

deep_q_rl-master\deep_q_rl 0  2016-06-04

deep_q_rl-master\deep_q_rl\__init__.py 0  2016-06-04

deep_q_rl-master\deep_q_rl\ale_agent.py 10505  2016-06-04

deep_q_rl-master\deep_q_rl\ale_data_set.py 9043  2016-06-04

deep_q_rl-master\deep_q_rl\ale_experiment.py 6719  2016-06-04

deep_q_rl-master\deep_q_rl\ale_run_watch.py 519  2016-06-04

deep_q_rl-master\deep_q_rl\launcher.py 12791  2016-06-04

deep_q_rl-master\deep_q_rl\plot_filters.py 772  2016-06-04

deep_q_rl-master\deep_q_rl\plot_results.py 837  2016-06-04

deep_q_rl-master\deep_q_rl\q_network.py 17031  2016-06-04

deep_q_rl-master\deep_q_rl\run_nature.py 1834  2016-06-04

deep_q_rl-master\deep_q_rl\run_nips.py 1394  2016-06-04

deep_q_rl-master\deep_q_rl\setup.py 195  2016-06-04

deep_q_rl-master\deep_q_rl\test 0  2016-06-04

deep_q_rl-master\deep_q_rl\test\test_q_network.py 7906  2016-06-04

deep_q_rl-master\deep_q_rl\updates.py 4939  2016-06-04

deep_q_rl-master\dep_script.sh 1255  2016-06-04

deep_q_rl-master\roms 0  2016-06-04

deep_q_rl-master\roms\rom_link.md 124  2016-06-04

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