Levi Lelis
5 papers · 2018–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🏃 Academic Marathon (7) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
ICLR (2)
NIPS (2)
ICML (1)
Top co-authors
Keywords
neural network training
(1)
path planning
(1)
policy gradient
(1)
heuristic search
(1)
best-first search
(1)
game playing
(1)
monte-carlo tree search
(1)
continuous action space
(1)
tree search
(1)
search guidance
(1)
sample-based planning
(1)
stochastic policy
(1)
action generation
(1)
neural network
(1)
policy guidance
(1)
marginal utility
(1)
goal state
(1)
policy tree search
(1)
Papers
Subgoal-Guided Policy Heuristic Search with Learned Subgoals
ICML 2025
Reclaiming the Source of Programmatic Policies: Programmatic versus Latent Spaces
ICLR 2024
Unveiling Options with Neural Network Decomposition
ICLR 2024
Marginal Utility for Planning in Continuous or Large Discrete Action Spaces
NIPS 2020
Single-Agent Policy Tree Search With Guarantees
NIPS 2018