Why are we still using PPO-like algorithms a decade later? A brief argument about generalization.

Multi-objective Reinforcement Learning (MORL) generalizes traditional reinforcement learning to scenarios involving multiple conflicting objectives that require explicit trade-off optimization. Thi...

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Deep Q-networks use target networks to stabilise bootstrapped value learning, but the standard hard copy update also introduces a tradeoff. Holding the target network fixed, improves short term stabil...

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Open letter from Deakin University staff On the restructure, the resignation, and the obligation to do better On 4 June, affected Deakin staff across two divisions of the University – Academic Portfo...

There is a moment in every investigation where the thing you have been looking for finds you instead.