2 papers
cs.NE2026
Proximal Policy Optimization with Evolutionary Mutations
Casimir Czworkowski, Stephen Hornish, Alhassan S. Yasin
Proximal Policy Optimization (PPO) is a widely used reinforcement learning algorithm known for its stability and sample efficiency, but it often suffers from premature convergence…
cs.NE2025
Using Variable Interaction Graphs to Improve Particle Swarm Optimization
Caz L. Czworkowski, John W. Sheppard
This paper presents Variable Interaction Graph Particle Swarm Optimization (VIGPSO), an adaptation to Particle Swarm Optimization (PSO) that dynamically learns and exploits variabl…