Submodular Reinforcement Learning

25 July 2023

Papers citing "Submodular Reinforcement Learning"

10 / 10 papers shown

Title
Finite-Sample-Based Reachability for Safe Control with Gaussian Process Dynamics Manish Prajapat Johannes Köhler Amon Lahr Andreas Krause M. Zeilinger 26 0 0 12 May 2025
SMART: Self-learning Meta-strategy Agent for Reasoning Tasks Rongxing Liu Kumar Shridhar Manish Prajapat Patrick Xia Mrinmaya Sachan LLMAG LRM 23 3 0 21 Oct 2024
Efficient Reinforcement Learning in Probabilistic Reward Machines Xiaofeng Lin Xuezhou Zhang 46 0 0 19 Aug 2024
Global Reinforcement Learning: Beyond Linear and Convex Rewards via Submodular Semi-gradient Methods Ric De Santi Manish Prajapat Andreas Krause 36 3 0 13 Jul 2024
Reinforcement Learning from Human Feedback without Reward Inference: Model-Free Algorithm and Instance-Dependent Analysis Qining Zhang Honghao Wei Lei Ying OffRL 50 1 0 11 Jun 2024
Global Rewards in Restless Multi-Armed Bandits Naveen Raman Zheyuan Ryan Shi Fei Fang 44 2 0 02 Jun 2024
Deep Submodular Peripteral Networks Gantavya Bhatt Arnav M. Das Jeff Bilmes 36 1 0 13 Mar 2024
Safe Guaranteed Exploration for Non-linear Systems Manish Prajapat Johannes Köhler M. Turchetta Andreas Krause M. Zeilinger 11 3 0 09 Feb 2024
Synergistic Reinforcement and Imitation Learning for Vision-driven Autonomous Flight of UAV Along River Zihan Wang Jianwen Li N. Mahmoudian 31 0 0 17 Jan 2024
A State Representation for Diminishing Rewards Ted Moskovitz Samo Hromadka Ahmed Touati Diana Borsa M. Sahani 16 2 0 07 Sep 2023