Search Results for author: Johannes Andreas Stork

Found 2 papers, 1 papers with code

Diversity for Contingency: Learning Diverse Behaviors for Efficient Adaptation and Transfer

no code implementations11 Oct 2023 Finn Rietz, Johannes Andreas Stork

Discovering all useful solutions for a given task is crucial for transferable RL agents, to account for changes in the task or transition dynamics.

Novelty Detection

Prioritized Soft Q-Decomposition for Lexicographic Reinforcement Learning

1 code implementation3 Oct 2023 Finn Rietz, Erik Schaffernicht, Stefan Heinrich, Johannes Andreas Stork

PSQD offers the ability to reuse previously learned subtask solutions in a zero-shot composition, followed by an adaptation step.

reinforcement-learning Reinforcement Learning (RL)

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