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cs.GT2026
Credibility Trilemma in Polymatroidal Service Markets
Lauri Lovén, Sujit Gujar, Kalle Timperi +4
Mechanism-mediated service markets with polymatroidal feasibility admit efficient, dominant-strategy incentive-compatible (DSIC) allocation, but these guarantees implicitly assume…
cs.RO2026
Relating Reinforcement Learning to Dynamic Programming-Based Planning
Filip V. Georgiev, Kalle G. Timperi, Başak Sakçak +1
This paper bridges some of the gap between optimal planning and reinforcement learning (RL), both of which share roots in dynamic programming applied to sequential decision making…