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Hierarchical policies aren't just for horizon reduction; they can unlock powerful state-space abstraction for dramatic gains in offline goal-conditioned RL.
Stop benchmarking algorithm discovery on the same old saturated datasets: DiscoGen offers millions of fresh, configurable tasks to truly test your ADA.
RSPG solves partially observable mean field games an order of magnitude faster than existing methods, unlocking the ability to model complex macroeconomic systems with heterogeneous agents and common noise.
