Finite-Time MCTS Analysis for Continuous POMDP Planning
Explore finite-time analysis of Monte Carlo Tree Search in continuous POMDPs, featuring Voro-POMCPOW and novel probabilistic bounds for AI planning.
GASim: Fast Graph-Based Framework for Social Simulation
GASim accelerates large-scale social simulations using graph-optimized memory and parallel updates, achieving 9.94x speedup with reduced resource use.
FactoryBench: Benchmarking AI Industrial Machine Understanding
Discover FactoryBench, a new benchmark assessing AI models' grasp of industrial machine telemetry and causal reasoning in manufacturing environments.
Extracting Tacit Knowledge with Logic-Augmented AI
Discover how logic-augmented generation and active inference improve tacit knowledge extraction for better machine learning in manufacturing.
Local Communication for Scalable Multi-Agent Pathfinding
Discover how local communication boosts efficiency in large-scale multi-agent pathfinding for robotics and automation.