Gridworld
PulseAugur coverage of Gridworld — every cluster mentioning Gridworld across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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New L-ICL technique enhances LLM planning accuracy
Researchers have developed a new technique called Localized In-Context Learning (L-ICL) to improve the planning capabilities of large language models (LLMs). This method involves iteratively augmenting instructions with…
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New sub-quadratic method improves bisimulation metric computation for MDPs
Researchers have developed a novel sub-quadratic method for calculating bisimulation metrics in Markov decision processes (MDPs). This new approach utilizes approximate nearest neighbor (ANN) indexing to efficiently sel…
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Q-learning integration boosts offline In-Context RL performance
A new research paper explores the effectiveness of integrating Reinforcement Learning (RL) objectives into offline In-Context Reinforcement Learning (ICRL) methods. Experiments across over 150 datasets in GridWorld and …