Datasets › Deep Sea Treasure Pareto-Front

Deep Sea Treasure Pareto-Front

Introduced by Amber Cassimon et al. in A Review of the Deep Sea Treasure problem as a Multi-Objective Reinforcement Learning Benchmark13 Oct 2021 archive 2025-07-28

The dataset contains two Pareto-fronts: - The Pareto-front for the 2-objective problem - The Pareto-front for the 3-objective problem

Each Pareto-front contains a set of points, with coordinates given by their objectives. The dataset also contains 1 possible action sequence that leads to this point. If there are multiple possible paths leading to the same point, only 1 was kept.

Benchmarks archive 2025-07-28

No leaderboard in the archive resolves to this dataset.

Papers archive 2025-07-28

No paper in the archive has a leaderboard row on this dataset; the archive counts 1 paper for it but never published that list.

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

License archive 2025-07-28

Mozilla Public License (MPL) version 2.0

Modalities archive 2025-07-28

Languages archive 2025-07-28

Variants archive 2025-07-28

  • Deep Sea Treasure Pareto-Front

1 variant name, as the archive lists them.

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