David Tolpin
5 papers · 2013–2023 · 4 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4) 🏃 Academic Marathon (10) 🐝 Cross-Pollinator (15) 🧭 Keyword Pioneer
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Hot Topic Early Bird
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Conference Pioneer
Conferences
IJCAI (2)
AAAI (1)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
probabilistic programming
(3)
variational inference
(2)
bayesian inference
(1)
probabilistic inference
(1)
markov chain monte carlo
(1)
policy search
(1)
stochastic process
(1)
stochastic model
(1)
marginal distribution
(1)
planning algorithm
(1)
action planning
(1)
probabilistic programming language
(1)
black box variational inference
(1)
sampling-based planning
(1)
stochastic conditioning
(1)
stochastic simulator
(1)
reinforcement learning
(1)
gradient-based planning
(1)
black-box optimization
(1)
Papers
Probabilistic Programs as an Action Description Language
AAAI 2023
Probabilistic Programs with Stochastic Conditioning
ICML 2021
Black-Box Policy Search with Probabilistic Programs
AISTATS 2016
ICBS: Improved Conflict-Based Search Algorithm for Multi-Agent Pathfinding
IJCAI 2015
Towards Rational Deployment of Multiple Heuristics in A*
IJCAI 2013