Adds List of Batch Agents to the README #543
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muupan
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Aug 29, 2019
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muupan
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We currently don't specify in the README whether an agent is a batch agent or not. This PR does this.
Source for the data:
DQN, DDPG, PPO, TRPO, TD3, PCL, and SAC are batch agents by definition.
Categorical DQN, Rainbow (CategoricalDoubleDQN), and IQN are BatchAgents by inheriting DQN.
A3C is a BatchAgent via A2C.
NSQ is a BatchAgent via normal DQN with an N-Step buffer. Not sure how factually correct we're trying to be in calling these two agents "Batch" agents.
ACER is simply not a batch agent.