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Found 3 papers, 1 papers with code
Return-Aligned Decision Transformer
Decision Transformer (DT) optimizes a policy that generates actions conditioned on the target return through supervised learning and is equipped with a mechanism to control the agent using the target return.
DiffG-RL: Leveraging Difference between State and Common Sense
We propose a novel agent, DiffG-RL, which constructs a Difference Graph that organizes the environment states and common sense by means of interactive objects with a dedicated graph encoder.
Commonsense Knowledge from Scene Graphs for Textual Environments
They are usually imperfect information games, and their interactions are only in the textual modality.
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