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metadata
license: mit
dataset_info:
  features:
    - name: task_type
      dtype: string
    - name: instance_index
      dtype: int64
    - name: config
      dtype: string
  splits:
    - name: hill_default
      num_bytes: 639
      num_examples: 2
    - name: tree_default
      num_bytes: 53937
      num_examples: 3
    - name: maxsat_default
      num_bytes: 5820
      num_examples: 4
    - name: hill_hard
      num_bytes: 9781
      num_examples: 7
    - name: tree_hard
      num_bytes: 117947
      num_examples: 7
    - name: maxsat_hard
      num_bytes: 10608
      num_examples: 7
    - name: hill_full
      num_bytes: 20718
      num_examples: 50
    - name: tree_full
      num_bytes: 578119
      num_examples: 50
    - name: maxsat_full
      num_bytes: 128649
      num_examples: 50
  download_size: 499010
  dataset_size: 926218
configs:
  - config_name: default
    data_files:
      - split: hill_default
        path: data/hill_default-*
      - split: tree_default
        path: data/tree_default-*
      - split: maxsat_default
        path: data/maxsat_default-*
      - split: hill_hard
        path: data/hill_hard-*
      - split: tree_hard
        path: data/tree_hard-*
      - split: maxsat_hard
        path: data/maxsat_hard-*
      - split: hill_full
        path: data/hill_full-*
      - split: tree_full
        path: data/tree_full-*
      - split: maxsat_full
        path: data/maxsat_full-*
tags:
  - exploration
  - interactive
  - agent
pretty_name: Explore-Exploit Benchmark
size_categories:
  - n<1K

Explore-Exploit Bench — Failing to Explore: Language Models on Interactive Tasks

Visual Description of Interactive Tasks

We refer to our github repo for more information on instances and how to use the dataset.