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Tagged with multi-agent-systems actor-critic-methods
3 questions
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Has anyone here tried to implement MADDPG for a different environment and succeeded?
Has anyone tried implementing the multi-agent RL algorithm MADDPG (I've linked the paper below)? The paper seems to have a good amount citations, and they do have their code on github. However, a few ...
- 111
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RLlib's Multi-agent PPO continuous actions turn into nan
After some amount of training on a custom Multi-agent sparse-reward environment using RLlib's (1.4.0) PPO network, I found that my continuous actions turn into nan (explodes?) which is probably caused ...
- 243
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How to handle a changing in the Reinforcement Learning environment where there is increasing or decreasing in number of agents?
I'm working in A2C and I have an environment where there is increasing or decreasing in the number of agents. The action space in the environment will not change but the state will change when new ...
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