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Philip Quirke

Research Project Manager

Martian

Philip Quirke (aka PQ) was a Research Project Manager at FAR.AI. He has worked at several start-ups and large companies, as an Agile coach, software architect and developer, business and data analyst. He has managed teams of up to 30 people.

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News

Pacing Outside the Box: RNNs Learn to Plan in Sokoban

Interpretability

Giving RNNs extra thinking time at the start boosts their planning skills in Sokoban. We explore how this planning ability develops during reinforcement learning. Intriguingly, we find that on harder levels the agent paces around to get enough computation to find a solution.

July 23, 2024
Date Range

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