conftrace_

finite-time guarantees

5 papers

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Co-occurring keywords

reward function (291) optimal policy (93) actor-critic algorithm (24) preference-based reinforcement learning (19) dueling bandit (57) continuous domain (18) decentralized learning (103) finite-sample guarantee (14) deterministic sampling (7) probabilistic completeness (7)

Papers

Effective Sampling for Robot Motion Planning Through the Lens of Lattices RSS 2025
Learning to Coordinate in Multi-Agent Systems: A Coordinated Actor-Critic Algorithm and Finite-Time Guarantees L4DC 2022
Maximum-Likelihood Inverse Reinforcement Learning with Finite-Time Guarantees NIPS 2022
Preference-based Reinforcement Learning with Finite-Time Guarantees NIPS 2020
Simulated Annealing: Rigorous finite-time guarantees for optimization on continuous domains NIPS 2007