David Tolpin

5 papers · 2013–2023 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

IJCAI (2) AAAI (1) AISTATS (1) ICML (1)

Top co-authors

Ariel Felner (2) Oded Betzalel (1) Guni Sharon (1) Solomon Eyal Shimony (1) Frank Wood (1) Ronen I. Brafman (1) Erez Karpas (1) Eyal Shimony (1) Eli Boyarski (1) Tal Beja (1)

Research topics

Machine Learning (3) Artificial Intelligence (2) Bayesian & Probabilistic · Artificial Intelligence (2) Bayesian & Probabilistic · Machine Learning (2) Optimization & Theory (2) Reinforcement Learning (1) Core AI (1) Methods (1)

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) black-box variational inference (1) probabilistic programming language (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