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Yining Ma — most-cited papers & profile · AI Agents

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Yining Ma

4 papers · 191 citations · 5 h-index

China Southern Power Grid (China)

Google Scholar ↗Semantic Scholar ↗OpenAlex ↗

Most-cited papers

Deep Reinforcement Learning for Solving the Heterogeneous Capacitated Vehicle Routing Problem
2021 · 187 citations
RL4CO: an Extensive Reinforcement Learning for Combinatorial Optimization Benchmark
2023 · 4 citations
Decision-making with Speculative Opponent Models
2022
Multi Agent Navigation in Unconstrained Environments using a Centralized Attention based Graphical Neural Network Controller
2023

Topics

Policy Gradient cs.NI eess.SY Safe RL Multi-Agent Model-Based RL Game AI Value-Based Exploration Control