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README.md
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This dataset contains reinforcement learning transitions collected from human gameplay of ARACHNID RL, a 2D Atari-inspired space shooter.
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It contains about 2,831 samples of human gameplay data from a simple Atari-inspired space shooter game.
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Players control a spider-like ship to shoot asteroids and aliens while collecting diamonds. To build your
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download the ARACHNID RL file in the /gym/ folder of this repo.
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The dataset is designed for RL research, such as training agents via imitation learning or behavioral cloning from human demonstrations.
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### Game Description
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Players control a spider-like ship to destroy asteroids and aliens while collecting diamonds. Unlike large-scale RL datasets
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focused on real-world robotics or massive web-derived preferences, arachnid_RL emphasizes simplicity and interpretability.
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Its modest scale (1K–10K samples) makes it suitable for rapid prototyping, educational purposes, or benchmarking algorithms
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on human-like decision-making in a dynamic but low-dimensional environment.
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### Dataset Structure
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This dataset contains reinforcement learning transitions collected from human gameplay of ARACHNID RL, a 2D Atari-inspired space shooter.
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It contains about 2,831 samples of human gameplay data from a simple Atari-inspired space shooter game.
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Players control a spider-like ship to shoot asteroids and aliens while collecting diamonds. To build your
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own datasets download the ARACHNID RL file in the /gym/ folder of this repo. The game features desktop keyboard
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and mobile oneclick browser support. The dataset is designed for RL research, such as training agents via imitation
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learning or behavioral cloning from human demonstrations.
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### Dataset Structure
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