Papers

Filtered to industrial automation · clear filter

Browse by term

continual learning 83reinforcement learning 50large language models 12benchmarking 11benchmarks 11language models 11vision-language models 11robotics 7natural language processing 6world models 6generative models 5recursive self-improvement 5attention mechanisms 4diffusion Transformers 4multi-agent systems 4multimodal learning 4multimodal models 4on-policy distillation 4self-distillation 4self-supervised learning 4transformers 4video generation 4vision-language-action models 4agent-based systems 3agentic models 3agentic search 3autonomous systems 3coding agents 3diffusion models 3image generation 3

Matching papers

SemaPLC: A Project-Grounded, Verification-Gated Agent Harness for PLC Code Generation

115 upvotes · 19 AUG 2026 · Yanlun Tu, Huacan Wang, Ziyue Zhou et al.

This paper introduces SemaPLC, a tool that helps generate PLC code that works correctly by verifying it against external checks, ensuring it meets specifications and behaves as expected in real-world conditions. Practitioners can use SemaPLC to improve the quality of their PLC projects.