Brian M. Sadler
5 papers · 2019–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (5) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11)
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Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
ICML (3)
CVPR (1)
JMLR (1)
Top co-authors
Keywords
dictionary learning
(1)
nonconvex optimization
(1)
vision-language navigation
(1)
multi-modal learning
(1)
embodied ai
(1)
instruction following
(1)
decentralized optimization
(1)
mixing time
(1)
successive convex approximation
(1)
autonomous agent
(1)
sparse reward
(1)
long-horizon planning
(1)
multi-level monte carlo
(1)
agent system
(1)
average-reward reinforcement learning
(1)
multi-agent network
(1)
time-varying graph
(1)
vision-and-language navigation
(1)
milestone tracking
(1)
milestone planning
(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
One Step at a Time: Long-Horizon Vision-and-Language Navigation With Milestones
CVPR 2022
Decentralized Dictionary Learning Over Time-Varying Digraphs
JMLR 2019