On the Limitations of Markovian Rewards to Express Multi-Objective, Risk-Sensitive, and Modal Tasks

26 January 2024

Papers citing "On the Limitations of Markovian Rewards to Express Multi-Objective, Risk-Sensitive, and Modal Tasks"

9 / 9 papers shown

Title
On Generalization Across Environments In Multi-Objective Reinforcement Learning Jayden Teoh Pradeep Varakantham Peter Vamplew OffRL 34 0 0 02 Mar 2025
The Partially Observable Off-Switch Game Andrew Garber Rohan Subramani Linus Luu Mark Bedaywi Stuart J. Russell Scott Emmons 73 0 0 25 Nov 2024
Multi-objective Reinforcement learning from AI Feedback Marcus Williams 38 1 0 11 Jun 2024
Towards Guaranteed Safe AI: A Framework for Ensuring Robust and Reliable AI Systems David Dalrymple Joar Skalse Yoshua Bengio Stuart J. Russell Max Tegmark ... Clark Barrett Ding Zhao Zhi-Xuan Tan Jeannette Wing Joshua Tenenbaum 52 52 0 10 May 2024
Numeric Reward Machines Kristina Levina Nikolaos Pappas Athanasios Karapantelakis Aneta Vulgarakis Feljan Jendrik Seipp 40 1 0 30 Apr 2024
Conditions on Preference Relations that Guarantee the Existence of Optimal Policies Jonathan Colaco Carr Prakash Panangaden Doina Precup 26 1 0 03 Nov 2023
Consistent Aggregation of Objectives with Diverse Time Preferences Requires Non-Markovian Rewards Silviu Pitis 35 6 0 30 Sep 2023
Defining and Characterizing Reward Hacking Joar Skalse Nikolaus H. R. Howe Dmitrii Krasheninnikov David M. Krueger 59 55 0 27 Sep 2022
Utility Theory for Sequential Decision Making Mehran Shakerinava Siamak Ravanbakhsh 29 7 0 27 Jun 2022