Andrey Kolobov
Publications by Year
Research Areas
Reinforcement Learning in Robotics, AI-based Problem Solving and Planning, Constraint Satisfaction and Optimization, Robotic Path Planning Algorithms, Logic, Reasoning, and Knowledge
Most-Cited Works
- → Approximation Algorithms(2012)233 cited
- → Heuristic Search for Generalized Stochastic Shortest Path MDPs(2011)86 cited
- → LRTDP Versus UCT for Online Probabilistic Planning(2021)49 cited
- → A Theory of Goal-Oriented MDPs with Dead Ends(2012)45 cited
- → Parallel Task Routing for Crowdsourcing(2014)27 cited
- → Classical Planning in MDP Heuristics: with a Little Help from Generalization(2010)22 cited
- → Measuring Sample Efficiency and Generalization in Reinforcement Learning Benchmarks: NeurIPS 2020 Procgen Benchmark(2021)6 cited
- → METHODS OF MANAGEMENT AND OPTIMIZATION OF PRODUCTION FLOW TO IMPROVE THE EFFICIENCY OF THE BUSINESS SYSTEM OF AN INDUSTRIAL ENTERPRISE(2023)1 cited
- → Heuristic Search Algorithms(2012)
- → MDPs(2012)