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cs.AI2026
Position: Reasoning is a Learnable Rule-Based Process
Rachel Lawrence, Jacqueline Maasch
Autonomous reasoning is among the most scientifically and economically motivating topics in AI today. Historically the purview of symbolic AI, recent advances have mainly emerged f…
cs.LG2026
From Causal Graphs to Markovian States: Multi-Order State Exposure for Deep RL
Jiamin Xu, Jacqueline Maasch, Kyra Gan
Online reinforcement learning (RL) relies on the Markov property for guaranteed performance, but real-world applications often lack well-defined states given raw observed variables…