Comments (1)
Hello,
Is the DQN agent provided by stable-baselines the rainbow model?
The DQN agent is not the rainbow model, however it integrates:
- dueling DQN
- prioritized experience replay
- parameter noise (from OpenAI)
So the following are missing:
- n-step Bellman updates
- distributional RL
If you want an implementation of Rainbow, I recommend you to check Dopamine repo ;)
https://github.com/google/dopamine/blob/master/dopamine/agents/rainbow/rainbow_agent.py
from stable-baselines.
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from stable-baselines.