finding
pending-review
finding:active-inference-agents-engage-in-information-seeking-behavior-in-reward-free-frozenlake-environments-contrasting-with-q-learning-but-similar-to-bayesian-rl

Active inference agents engage in information-seeking behavior in reward-free FrozenLake environments, contrasting with Q-learning but similar to Bayesian RL.

sajid_2021_active_inference_demystified.md
Frontmatter (12 fields)
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  "context": "Empirical demonstration on FrozenLake; shows epistemic value drives exploration absent reward signal.",
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  "norm_label": "Active inference agents engage in information-seeking behavior in reward-free FrozenLake environments, contrasting with Q-learning but similar to Bayesian RL.",
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  "extracted_type": "finding",
  "source_location": "§1 Introduction, L234-237",
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Mentions (1)

  • papers-typed
    sajid_2021_active_inference_demystified.md