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End of preview. Expand in Data Studio

BreakoutNoFrameskip-v4 Gameplay Dataset

Gameplay recordings (collected by: breakout) from the Gymnasium environment BreakoutNoFrameskip-v4, captured using gymrec.

Dataset Summary

Stat Value
Total frames 494,029
Episodes 50
Environment BreakoutNoFrameskip-v4
Backend Atari (ALE-py)
Collector(s) breakout
gymrec version(s) 0.1.0+23e91c8, 0.1.0+72aad18

Environment Configuration

Setting Value
Frameskip 1
Target FPS 30
Sticky Actions 0.0
Observation Shape 210 × 160 × 3
Observation Dtype uint8
Action Space Discrete
Number of Actions 4

Dataset Structure

Minari-compatible flat table format. Use minari-export for native Minari HDF5 format.

Each episode has N step rows plus one terminal observation row (N+1 pattern). The terminal observation is the final state after the last step — it has an empty action and null values for rewards/terminations/truncations/infos.

  • episode_id (binary(16)): Unique UUID identifier for each episode (16 bytes, universally unique across all recordings)
  • seed (int or null): RNG seed used for env.reset() (set on first row of each episode, null on other rows)
  • observations (Image): RGB frame from the environment
  • actions (list): Action taken at this step ([] for terminal observations)
  • rewards (float or null): Reward received (null on terminal observation rows)
  • terminations (bool or null): Whether the episode terminated naturally (null on terminal observation rows)
  • truncations (bool or null): Whether the episode was truncated (null on terminal observation rows)
  • infos (str or null): Additional environment info as JSON (null on terminal observation rows)
  • session_id (binary(16)): UUID grouping all episodes from one gymrec record run
  • collector (string): Who collected the data ("human", "random", or future agent names)
  • gymrec_version (string): Version of gymrec used to record (e.g. "0.1.0+abc1234")

Usage

from datasets import load_dataset
ds = load_dataset("tsilva/gymrec__BreakoutNoFrameskip_dash_v4")

About

Recorded with gymrec. Curated by: tsilva

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