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Adds List of Batch Agents to the README - #543

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muupan merged 3 commits into
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prabhatnagarajan:batch_agents
Aug 29, 2019
Merged

Adds List of Batch Agents to the README#543
muupan merged 3 commits into
chainer:masterfrom
prabhatnagarajan:batch_agents

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@prabhatnagarajan

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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.

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@muupan

muupan commented Aug 29, 2019

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Successfully created a job for commit cb2774d:

@muupan
muupan merged commit 0158d0b into chainer:master Aug 29, 2019
@prabhatnagarajan
prabhatnagarajan deleted the batch_agents branch October 31, 2019 10:20
@muupan muupan added this to the v0.8 milestone Feb 6, 2020
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3 participants