Wesley A Suttle

3 papers · 2023–2024 · 1 conference · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (9)

Conferences

ICML (3)

Top co-authors

Brian M. Sadler (3) Amrit Bedi (3) Bhrij Patel (2) Alec Koppel (2) Dinesh Manocha (2) Vaneet Aggarwal (1) Utsav Singh (1) Vinay P. Namboodiri (1)

Keywords

mixing time (1) sparse reward (1) multi-level monte carlo (1) average-reward reinforcement learning (1)

Papers

Towards Global Optimality for Practical Average Reward Reinforcement Learning without Mixing Time Oracles ICML 2024

PIPER: Primitive-Informed Preference-based Hierarchical Reinforcement Learning via Hindsight Relabeling ICML 2024

Beyond Exponentially Fast Mixing in Average-Reward Reinforcement Learning via Multi-Level Monte Carlo Actor-Critic ICML 2023