Agent Incentives: A Causal Perspective

2 February 2021

Papers citing "Agent Incentives: A Causal Perspective"

22 / 22 papers shown

Title
MONA: Myopic Optimization with Non-myopic Approval Can Mitigate Multi-step Reward Hacking Sebastian Farquhar Vikrant Varma David Lindner David Elson Caleb Biddulph Ian Goodfellow Rohin Shah 138 2 0 22 Jan 2025
Causal Imitation Learning with Unobserved Confounders Junzhe Zhang D. Kumor Elias Bareinboim CML 59 75 0 12 Aug 2022
How RL Agents Behave When Their Actions Are Modified Eric D. Langlois Tom Everitt 51 13 0 15 Feb 2021
Equilibrium Refinements for Multi-Agent Influence Diagrams: Theory and Practice Lewis Hammond James Fox Tom Everitt Alessandro Abate Michael Wooldridge 37 10 0 09 Feb 2021
AGI Agent Safety by Iteratively Improving the Utility Function K. Holtman AI4CE 39 8 0 10 Jul 2020
The Incentives that Shape Behaviour Ryan Carey Eric D. Langlois Tom Everitt Shane Legg CML 59 13 0 20 Jan 2020
Reward Tampering Problems and Solutions in Reinforcement Learning: A Causal Influence Diagram Perspective Tom Everitt Marcus Hutter Ramana Kumar Victoria Krakovna 59 95 0 13 Aug 2019
Modeling AGI Safety Frameworks with Causal Influence Diagrams Tom Everitt Ramana Kumar Victoria Krakovna Shane Legg AI4CE 36 22 0 20 Jun 2019
Asymptotically Unambitious Artificial General Intelligence Michael K. Cohen Badri N. Vellambi Marcus Hutter ELM AI4CE 39 18 0 29 May 2019
Learning Optimal Fair Policies Razieh Nabi Daniel Malinsky I. Shpitser FaML 39 87 0 06 Sep 2018
Avoiding Discrimination through Causal Reasoning Niki Kilbertus Mateo Rojas-Carulla Giambattista Parascandolo Moritz Hardt Dominik Janzing Bernhard Schölkopf FaML CML 103 581 0 08 Jun 2017
Fair Inference On Outcomes Razieh Nabi I. Shpitser FaML 49 351 0 29 May 2017
Counterfactual Fairness Matt J. Kusner Joshua R. Loftus Chris Russell Ricardo M. A. Silva FaML 195 1,576 0 20 Mar 2017
The Off-Switch Game Dylan Hadfield-Menell Anca Dragan Pieter Abbeel Stuart J. Russell 55 138 0 24 Nov 2016
A causal framework for discovering and removing direct and indirect discrimination Lu Zhang Yongkai Wu Xintao Wu CML 49 173 0 22 Nov 2016
The AGI Containment Problem James Babcock János Kramár Roman V. Yampolskiy 53 275 0 02 Apr 2016
Causal Networks: Semantics and Expressiveness Thomas Verma Judea Pearl GNN 75 551 0 27 Mar 2013
A Decision-Based View of Causality David Heckerman Ross D. Shachter CML 60 44 0 27 Feb 2013
Bayes-Ball: The Rational Pastime (for Determining Irrelevance and Requisite Information in Belief Networks and Influence Diagrams) Ross D. Shachter 65 242 0 30 Jan 2013
Welldefined Decision Scenarios Thomas D. Nielsen F. V. Jensen 52 67 0 23 Jan 2013
Causal Discovery from Changes Jin Tian Judea Pearl CML 110 164 0 10 Jan 2013
Direct and Indirect Effects Judea Pearl CML 89 2,169 0 10 Jan 2013