Learn what Mnih et. al. have done

[atilberk]

Read the paper and answer those questions and document the results on wiki

• What is the exact definition of the problem?
• What are inputs and outputs (for each timestep vs. for each game)
• How the input stream is used in their representation?
• In which fashion and how do they train their agent?
• Which games are used in ALE and how can we get their ROMs?

[ozanarkancan]

Here is the data:

https://github.com/fidlej/aledataset

[ozanarkancan]

Some replication attempts:

• https://github.com/brian473/neural_rl
• https://github.com/kristjankorjus/Replicating-DeepMind
• https://github.com/spragunr/deep_q_rl