Identifiability in inverse reinforcement learning

7 June 2021

Papers citing "Identifiability in inverse reinforcement learning"

10 / 10 papers shown

Title
Agency Is Frame-Dependent David Abel André Barreto Michael Bowling Will Dabney Shi Dong ... Doina Precup Jonathan Richens Mark Rowland Tom Schaul Satinder Singh 116 1 0 06 Feb 2025
On Reward Transferability in Adversarial Inverse Reinforcement Learning: Insights from Random Matrix Theory Yangchun Zhang Wang Zhou Yirui Zhou 75 0 0 31 Dec 2024
Efficient Exploration of Reward Functions in Inverse Reinforcement Learning via Bayesian Optimization Sreejith Balakrishnan Q. Nguyen Bryan Kian Hsiang Low Harold Soh 61 26 0 17 Nov 2020
Reinforcement Learning and Control as Probabilistic Inference: Tutorial and Review Sergey Levine AI4CE BDL 73 671 0 02 May 2018
Learning Robust Rewards with Adversarial Inverse Reinforcement Learning Justin Fu Katie Z Luo Sergey Levine 118 749 0 30 Oct 2017
Repeated Inverse Reinforcement Learning Kareem Amin Nan Jiang Satinder Singh 98 76 0 15 May 2017
Reinforcement Learning with Deep Energy-Based Policies Tuomas Haarnoja Haoran Tang Pieter Abbeel Sergey Levine 95 1,339 0 27 Feb 2017
A Connection between Generative Adversarial Networks, Inverse Reinforcement Learning, and Energy-Based Models Chelsea Finn Paul Christiano Pieter Abbeel Sergey Levine OffRL AI4CE GAN 62 353 0 11 Nov 2016
Guided Cost Learning: Deep Inverse Optimal Control via Policy Optimization Chelsea Finn Sergey Levine Pieter Abbeel 108 946 0 01 Mar 2016
Towards Resolving Unidentifiability in Inverse Reinforcement Learning Kareem Amin Satinder Singh 36 30 0 25 Jan 2016