Interactive Explanations: Diagnosis and Repair of Reinforcement Learning Based Agent Behaviors

27 May 2021

Papers citing "Interactive Explanations: Diagnosis and Repair of Reinforcement Learning Based Agent Behaviors"

14 / 14 papers shown

Title
ASQ-IT: Interactive Explanations for Reinforcement-Learning Agents Yotam Amitai Guy Avni Ofra Amir 80 3 0 24 Jan 2023
A Survey on Interactive Reinforcement Learning: Design Principles and Open Challenges Christian Arzate Cruz Takeo Igarashi OffRL 46 96 0 27 May 2021
MarioMix: Creating Aligned Playstyles for Bots with Interactive Reinforcement Learning Christian Arzate Cruz Takeo Igarashi SyDa 36 2 0 27 May 2021
Metrics and continuity in reinforcement learning Charline Le Lan Marc G. Bellemare Pablo Samuel Castro 48 35 0 02 Feb 2021
Action Space Shaping in Deep Reinforcement Learning Anssi Kanervisto Christian Scheller Ville Hautamaki 65 82 0 02 Apr 2020
PCGRL: Procedural Content Generation via Reinforcement Learning Ahmed Khalifa Philip Bontrager Sam Earle Julian Togelius 58 144 0 24 Jan 2020
Interactive Task and Concept Learning from Natural Language Instructions and GUI Demonstrations Toby Jia-Jun Li Marissa Radensky Justin Jia Kirielle Singarajah Tom Michael Mitchell Brad A. Myers 93 101 0 30 Aug 2019
A Survey of Reinforcement Learning Informed by Natural Language Jelena Luketina Nantas Nardelli Gregory Farquhar Jakob N. Foerster Jacob Andreas Edward Grefenstette Shimon Whiteson Tim Rocktaschel LM&Ro KELM OffRL LRM 84 282 0 10 Jun 2019
Teaching on a Budget in Multi-Agent Deep Reinforcement Learning Ercüment Ilhan Jeremy Gow Diego Perez-Liebana 55 34 0 19 Apr 2019
Scalable agent alignment via reward modeling: a research direction Jan Leike David M. Krueger Tom Everitt Miljan Martic Vishal Maini Shane Legg 103 420 0 19 Nov 2018
Contrastive Explanations for Reinforcement Learning in terms of Expected Consequences J. V. D. Waa J. Diggelen K. Bosch Mark Antonius Neerincx OffRL 53 108 0 23 Jul 2018
Automated Playtesting with Procedural Personas through MCTS with Evolved Heuristics Christoffer Holmgård M. Green Antonios Liapis Julian Togelius 36 100 0 19 Feb 2018
Interactive Grounded Language Acquisition and Generalization in a 2D World Haonan Yu Haichao Zhang Wenyuan Xu LLMAG LM&Ro 133 79 0 31 Jan 2018
Mapping Instructions and Visual Observations to Actions with Reinforcement Learning Dipendra Kumar Misra John Langford Yoav Artzi 71 247 0 28 Apr 2017