Scaling laws for single-agent reinforcement learning

31 January 2023

Papers citing "Scaling laws for single-agent reinforcement learning"

16 / 16 papers shown

Title
Mastering Continual Reinforcement Learning through Fine-Grained Sparse Network Allocation and Dormant Neuron Exploration Chengqi Zheng Haiyan Yin Jianda Chen Terence Ng Yew-Soon Ong Ivor Tsang CLL 80 0 0 07 Mar 2025
(Mis)Fitting: A Survey of Scaling Laws Margaret Li Sneha Kudugunta Luke Zettlemoyer 69 2 0 26 Feb 2025
Discovering highly efficient low-weight quantum error-correcting codes with reinforcement learning Austin Yubo He Zi-Wen Liu 94 3 0 21 Feb 2025
Adaptive Batch Size Schedules for Distributed Training of Language Models with Data and Model Parallelism Tim Tsz-Kit Lau Weijian Li Chenwei Xu Han Liu Mladen Kolar 73 0 0 30 Dec 2024
Scaling Particle Collision Data Analysis Hengkui Wu Panpan Chi Yongfeng Zhu Liujiang Liu Shuyang Hu ... Yingsi Xin Bruce Liu Dahao Liang X. Jia Manqi Ruan 79 0 0 28 Nov 2024
Scaling Laws for Pre-training Agents and World Models Tim Pearce Tabish Rashid Dave Bignell Raluca Georgescu Sam Devlin Katja Hofmann LM&Ro 34 7 0 07 Nov 2024
Offline Actor-Critic Reinforcement Learning Scales to Large Models Jost Tobias Springenberg A. Abdolmaleki Jingwei Zhang Oliver Groth Michael Bloesch ... Sarah Bechtle Steven Kapturowski Roland Hafner N. Heess Martin Riedmiller OffRL LRM 19 11 0 08 Feb 2024
Scaling Is All You Need: Autonomous Driving with JAX-Accelerated Reinforcement Learning Moritz Harmel Anubhav Paras Andreas Pasternak Nicholas Roy Gary Linscott LRM 16 1 0 23 Dec 2023
AI capabilities can be significantly improved without expensive retraining Tom Davidson Jean-Stanislas Denain Pablo Villalobos Guillem Bas OffRL VLM 24 26 0 12 Dec 2023
Surgical Gym: A high-performance GPU-based platform for reinforcement learning with surgical robots Samuel Schmidgall Axel Krieger Jason Eshraghian OOD 29 5 0 07 Oct 2023
Neural scaling laws for phenotypic drug discovery Drew Linsley John Griffin Jason Parker Brown Adam N Roose Michael Frank Peter Linsley Steven Finkbeiner Jeremy W. Linsley 20 0 0 28 Sep 2023
Scaling Laws for Imitation Learning in Single-Agent Games Jens Tuyls Dhruv Madeka Kari Torkkola Dean Phillips Foster Karthik Narasimhan Sham Kakade 21 4 0 18 Jul 2023
Scaling Laws Do Not Scale Fernando Diaz Michael A. Madaio 13 8 0 05 Jul 2023
Synthetic Experience Replay Cong Lu Philip J. Ball Yee Whye Teh Jack Parker-Holder OffRL 84 65 0 12 Mar 2023
Broken Neural Scaling Laws Ethan Caballero Kshitij Gupta Irina Rish David M. Krueger 19 74 0 26 Oct 2022
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 226 4,424 0 23 Jan 2020