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SwamyDev / udacity-deep-rl-navigation
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Repo Added 01 Feb 2020 11:10AM UTC
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SwamyDev
Update report and readme draft

Improved wording and corrected some spelling mistakes. Also corrected
for the score issue, where I've used the mean of both agent rewards
before. Now I use the correct max score.

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Recent builds

Builds Branch Commit Type Ran Committer Via Coverage
53 p3 Update report and readme draft Improved wording and corrected some spelling mistakes. Also corrected for the score issue, where I've used the mean of both agent rewards before. Now I use the correct max score. push 14 Mar 2020 09:37PM UTC SwamyDev travis-ci-com pending completion  
54 p3 Update report and readme draft Improved wording and corrected some spelling mistakes. Also corrected for the score issue, where I've used the mean of both agent rewards before. Now I use the correct max score. Pull #4 14 Mar 2020 09:26PM UTC web-flow travis-ci-com pending completion  
51 p3 Add P3 report first draft The report is necessary to finish the final project. push 14 Mar 2020 02:17PM UTC SwamyDev travis-ci-com pending completion  
50 p3 Rename MADDPG to NDDPG As the current implementation does not really follow the MADDPG algorithm as described in the paper (link at the bottom), but rather just trains two independent DDPG algorithms, I decided to rename it, to avoid confusion. ... push 14 Mar 2020 10:00AM UTC SwamyDev travis-ci-com pending completion  
49 p3 Fix NDDPG tests and coverage report With the new agent setup the basic learning tests failed, because it now required different observation, action and reward shapes. Also the multiple inheritance approach didn't work that well, because of the or... push 14 Mar 2020 09:40AM UTC SwamyDev travis-ci-com pending completion  
47 p3 Implement keyboard interrupt and snapshots I want to keep the state when of the agent when I interrupt training. Often because it already reached a very high value. Also I wanted a way of investigating agent behaviour during training to get a bet... push 11 Mar 2020 08:46PM UTC SwamyDev travis-ci-com pending completion  
46 p3 Remove MultiAgentWrapper It is good practise to remove code that is not used anymore. This particular implementation has been removed, because I decided to treat multi agents as their own algorithms. Mostly because it is not so easy to keep agent... push 11 Mar 2020 07:43PM UTC SwamyDev travis-ci-com pending completion  
45 p3 Improve exploration logic of MADDPG agent By allowing preheat steps which are completely random the agent can observe a more diverse set of states. Otherwise it wouldn't see that much because it tends to crash early on into a local minimum. With ... push 11 Mar 2020 06:59PM UTC SwamyDev travis-ci-com pending completion  
43 p3 Implement multi agent wrapper This allows me to use the CLI interface to start and train a multi agent setup. By wrapping existing agents, I make minimal changes to the code and keep the architecture flexible. push 08 Mar 2020 03:42PM UTC SwamyDev travis-ci-com pending completion  
42 p3 Add multi agent handling to unity env adapter To solve the third project the unity environment gym adapter needs to handle multi agent environments properly, hence the adapter has been extended. Also another test mode for the new environment has ... push 07 Mar 2020 10:10AM UTC SwamyDev travis-ci-com pending completion  
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