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Add Noisy DQN #2152

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Add Noisy DQN #2152

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maliesa96
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@maliesa96 maliesa96 commented Oct 22, 2020

Note this builds on top of the dueling and double PRs so the diff will be redundant. Also will add tests shortly.

@maliesa96 maliesa96 requested a review from a team as a code owner October 22, 2020 22:25
@maliesa96 maliesa96 requested review from ahtsan and removed request for a team October 22, 2020 22:25
@mergify mergify bot requested review from a team, gitanshu and nicolengsy and removed request for a team October 22, 2020 22:26
This also adds several smaller features:
 - torch/examples/watch_atari.py: use a trained agent to play atari.
 - Error handling in the snapshotter for invalid arguments.
 - torch/examples/dqn_atari.py: train on atari environments.
This also adds several smaller features:
 - torch/examples/watch_atari.py: use a trained agent to play atari.
 - Error handling in the snapshotter for invalid arguments.
 - torch/examples/dqn_atari.py: train on atari environments.
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codecov bot commented Oct 22, 2020

Codecov Report

Merging #2152 (f40ee60) into master (e32cd06) will decrease coverage by 23.47%.
The diff coverage is 19.35%.

Impacted file tree graph

@@             Coverage Diff             @@
##           master    #2152       +/-   ##
===========================================
- Coverage   91.48%   68.00%   -23.48%     
===========================================
  Files         195      198        +3     
  Lines       10675    11037      +362     
  Branches     1340     1403       +63     
===========================================
- Hits         9766     7506     -2260     
- Misses        657     3147     +2490     
- Partials      252      384      +132     
Impacted Files Coverage Δ
...rc/garage/torch/modules/multi_headed_mlp_module.py 83.67% <ø> (-16.33%) ⬇️
...arage/torch/q_functions/discrete_cnn_q_function.py 42.85% <ø> (-50.00%) ⬇️
src/garage/torch/modules/discrete_cnn_module.py 16.00% <7.89%> (-84.00%) ⬇️
src/garage/torch/modules/noisy_mlp_module.py 22.36% <22.36%> (ø)
src/garage/torch/algos/dqn.py 86.36% <40.00%> (-6.44%) ⬇️
src/garage/tf/algos/te.py 12.50% <0.00%> (-87.50%) ⬇️
src/garage/tf/algos/te_npo.py 9.25% <0.00%> (-85.00%) ⬇️
src/garage/torch/modules/categorical_cnn_module.py 17.94% <0.00%> (-82.06%) ⬇️
src/garage/sampler/ray_sampler.py 18.34% <0.00%> (-81.66%) ⬇️
.../tf/policies/gaussian_mlp_task_embedding_policy.py 19.67% <0.00%> (-80.33%) ⬇️
... and 106 more

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@maliesa96 maliesa96 force-pushed the noisy_dqn branch 2 times, most recently from 3a3770f to 2ec217c Compare October 30, 2020 00:08
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2 participants