Codesota · Models · MuZeroDeepMind1 results · 1 benchmarks
Model card

MuZero.

DeepMindopen-sourceModel-Based RL

Learns a model of the environment's dynamics without knowing the rules. Mastered Go, Chess, Shogi, and Atari.

§ 01 · Benchmarks

Every benchmark MuZero has a recorded score for.

#BenchmarkArea · TaskMetricValueRankDateSource
01Atari 2600Reinforcement Learning · Atari Gameshuman-normalized-score731.00#9/12source ↗
Rank column shows this model’s position vs all other models scored on the same benchmark + metric (competitors after the slash). #1 in red means current SOTA. Sorted by rank, then newest result.
§ 02 · Strengths by area

Where MuZero actually performs.

Reinforcement Learning
1
benchmark
avg rank #9.0
§ 04 · Related models

Other DeepMind models scored on Codesota.

Agent57
1 result
DQN (Human-level)
1 result
Rainbow DQN
1 result
§ 05 · Sources & freshness

Where these numbers come from.

nature-paper
1
result
0 of 1 rows marked verified.