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cs.LG2025
Hierarchical Deep Counterfactual Regret Minimization
Jiayu Chen, Zhekai Wang, Vaneet Aggarwal
Imperfect Information Games (IIGs) offer robust models for scenarios where decision-makers face uncertainty or lack complete information. Counterfactual Regret Minimization (CFR) h…
cs.LG2025
Variational Offline Multi-agent Skill Discovery
Jiayu Chen, Tian Lan, Vaneet Aggarwal
Skills are effective temporal abstractions established for sequential decision making, which enable efficient hierarchical learning for long-horizon tasks and facilitate multi-task…