Search Results for author: Giuseppe Cuccu

Found 3 papers, 2 papers with code

Analyzing Reinforcement Learning Benchmarks with Random Weight Guessing

1 code implementation16 Apr 2020 Declan Oller, Tobias Glasmachers, Giuseppe Cuccu

We propose a novel method for analyzing and visualizing the complexity of standard reinforcement learning (RL) benchmarks based on score distributions.

OpenAI Gym reinforcement-learning +1

Playing Atari with Six Neurons

1 code implementation4 Jun 2018 Giuseppe Cuccu, Julian Togelius, Philippe Cudre-Mauroux

Deep reinforcement learning, applied to vision-based problems like Atari games, maps pixels directly to actions; internally, the deep neural network bears the responsibility of both extracting useful information and making decisions based on it.

Atari Games Decision Making +3

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