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-rlActive 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.mdFrontmatter (12 fields)
{
"doc": "sajid_2021_active_inference_demystified.md",
"author": null,
"context": "Empirical demonstration on FrozenLake; shows epistemic value drives exploration absent reward signal.",
"enrichment": {
"is_stale": true
},
"norm_label": "Active inference agents engage in information-seeking behavior in reward-free FrozenLake environments, contrasting with Q-learning but similar to Bayesian RL.",
"source_url": null,
"graphify_id": "finding_reward_free_exploration",
"source_file": "sajid_2021_active_inference_demystified.md",
"imported_from": "/Users/antonborzov/Documents/Research.nosync/papers/extract_typed_out/sajid_2021_active_inference_demystified/graph.json",
"extracted_type": "finding",
"source_location": "§1 Introduction, L234-237",
"graphify_file_type": "finding"
}Outgoing (1)
Incoming (0)
None.
Mentions (1)
- papers-typed
sajid_2021_active_inference_demystified.md