Sertan Girgin

Publications by Year

Research Areas

Reinforcement Learning in Robotics, Natural Language Processing Techniques, Topic Modeling, Evolutionary Algorithms and Applications, Advanced Bandit Algorithms Research

Most-Cited Works

• → Gemma: Open Models Based on Gemini Research and Technology(2024)220 cited
• → Gemma 2: Improving Open Language Models at a Practical Size(2024)127 cited
• → What Matters In On-Policy Reinforcement Learning? A Large-Scale Empirical Study(2020)104 cited
• → Speak, Read and Prompt: High-Fidelity Text-to-Speech with Minimal Supervision(2023)85 cited
• → Brax -- A Differentiable Physics Engine for Large Scale Rigid Body\n Simulation(2021)61 cited
• → Swarm Robotics(2008)58 cited
• What Matters for On-Policy Deep Actor-Critic Methods? A Large-Scale Study(2021)
• → Feature Discovery in Reinforcement Learning Using Genetic Programming(2008)22 cited
• → Improving reinforcement learning by using sequence trees(2010)21 cited