Ariel Kwiatkowski

17 papers A* 2C 1Journal 12Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Likelihood-Based Reward Designs for General LLM Reasoning. CoRR Ariel Kwiatkowski, Natasha Butt, Ismail Labiad, Julia Kempe, Yann Ollivier
2026	J	`jnl`	Teaching Models to Teach Themselves: Reasoning at the Edge of Learnability. CoRR Shobhita Sundaram, John Quan, Ariel Kwiatkowski, Kartik Ahuja, Yann Ollivier, Julia Kempe
2025	A*	`conf`	PILAF: Optimal Human Preference Sampling for Reward Modeling. ICML Yunzhen Feng, Ariel Kwiatkowski, Kunhao Zheng, Julia Kempe, Yaqi Duan
2025	J	`jnl`	PILAF: Optimal Human Preference Sampling for Reward Modeling. CoRR Yunzhen Feng, Ariel Kwiatkowski, Kunhao Zheng, Julia Kempe, Yaqi Duan
2025	J	`jnl`	Soft Tokens, Hard Truths. CoRR Natasha Butt, Ariel Kwiatkowski, Ismail Labiad, Julia Kempe, Yann Ollivier
2024	J	`jnl`	Gymnasium: A Standard Interface for Reinforcement Learning Environments. CoRR Mark Towers, Ariel Kwiatkowski, Jordan K. Terry, John U. Balis, Gianluca De Cola, Tristan Deleu, Manuel Goulão, Andreas Kallinteris, Markus Krimmel, Arjun KG, Rodrigo Perez-Vicente, Andrea Pierré, Sander Schulhoff, Jun Jet Tai, Hannah Tan, Omar G. Younis
2023	C	`conf`	Reward Function Design for Crowd Simulation via Reinforcement Learning. MIG Ariel Kwiatkowski, Vicky Kalogeiton, Julien Pettré, Marie-Paule Cani
2023	J	`jnl`	Reward Function Design for Crowd Simulation via Reinforcement Learning. CoRR Ariel Kwiatkowski, Vicky Kalogeiton, Julien Pettré, Marie-Paule Cani
2023	—	`—`	Simulating crowds with reinforcement learning. (Simulation de foules avec l'apprentissage par renforcement). Ariel Kwiatkowski
2023	J	`jnl`	UGAE: A Novel Approach to Non-exponential Discounting. CoRR Ariel Kwiatkowski, Vicky Kalogeiton, Julien Pettré, Marie-Paule Cani
2023	J	`jnl`	Understanding reinforcement learned crowds. Comput. Graph. Ariel Kwiatkowski, Vicky Kalogeiton, Julien Pettré, Marie-Paule Cani
2022	J	`jnl`	A Survey on Reinforcement Learning Methods in Character Animation. Comput. Graph. Forum Ariel Kwiatkowski, Eduardo Alvarado, Vicky Kalogeiton, C. Karen Liu, Julien Pettré, Michiel van de Panne, Marie-Paule Cani
2022	J	`jnl`	A Survey on Reinforcement Learning Methods in Character Animation. CoRR Ariel Kwiatkowski, Eduardo Alvarado, Vicky Kalogeiton, C. Karen Liu, Julien Pettré, Michiel van de Panne, Marie-Paule Cani
2022	A*	`conf`	Creating Interactive Crowds with Reinforcement Learning. AAAI Ariel Kwiatkowski
2022	J	`jnl`	Understanding reinforcement learned crowds. CoRR Ariel Kwiatkowski, Vicky Kalogeiton, Julien Pettré, Marie-Paule Cani
2021	—	`conf`	Behaviour-Conditioned Policies for Cooperative Reinforcement Learning Tasks. ICANN (4) Antti Keurulainen, Isak Westerlund, Ariel Kwiatkowski, Samuel Kaski, Alexander Ilin
2021	J	`jnl`	Behaviour-conditioned policies for cooperative reinforcement learning tasks. CoRR Antti Keurulainen, Isak Westerlund, Ariel Kwiatkowski, Samuel Kaski, Alexander Ilin