Piotr Stańczyk

Gemma 2: Improving Open Language Models at a Practical Size

Gemma Team, Morgane Rivière, Shreya Pathak et al. · arXiv (Cornell University) · 2024 · 125 citations · Full text

Artificial Intelligence, Llm Fine-tuning, Engineering +24

What Matters In On-Policy Reinforcement Learning? A Large-Scale Empirical Study

Marcin Andrychowicz, Anton Raichuk, Piotr Stańczyk et al. · arXiv (Cornell University) · 2020 · 104 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

Google Research Football: A Novel Reinforcement Learning Environment

Karol Kurach, Anton Raichuk, Piotr Stańczyk et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 57 citations · Full text

Artificial Intelligence, Game Ai, Reward Hacking +15

What Matters for On-Policy Deep Actor-Critic Methods? A Large-Scale Study

Marcin Andrychowicz, Anton Raichuk, Piotr Stańczyk et al. · International Conference on Learning Representations · 2021 · 52 citations

Artificial Intelligence, Engineering, Machine Learning +17

SEED RL: Scalable and Efficient Deep-RL with Accelerated Central\n Inference

Lasse Espeholt, Raphaël Marinier, Piotr Stańczyk et al. · arXiv (Cornell University) · 2019 · 37 citations · Full text