Transfer in Deep Reinforcement Learning using Knowledge Graphs

19 August 2019

Papers citing "Transfer in Deep Reinforcement Learning using Knowledge Graphs"

14 / 14 papers shown

Title
Interactive Fiction Games: A Colossal Adventure Matthew J. Hausknecht Prithviraj Ammanabrolu Marc-Alexandre Côté Xingdi Yuan LLMAG LM&Ro AI4CE 37 196 0 11 Sep 2019
NAIL: A General Interactive Fiction Agent Matthew J. Hausknecht Ricky Loynd Greg Yang Adith Swaminathan Jason D. Williams 28 39 0 12 Feb 2019
Playing Text-Adventure Games with Graph-Based Deep Reinforcement Learning Prithviraj Ammanabrolu Mark O. Riedl GNN 45 122 0 04 Dec 2018
Towards Solving Text-based Games by Producing Adaptive Action Spaces Ruo Yu Tao Marc-Alexandre Côté Xingdi Yuan Layla El Asri 38 14 0 03 Dec 2018
TextWorld: A Learning Environment for Text-based Games Marc-Alexandre Côté Ákos Kádár Xingdi Yuan Ben A. Kybartas Tavian Barnes ... Matthew J. Hausknecht Layla El Asri Mahmoud Adada Wendy Tay Adam Trischler LLMAG 33 365 0 29 Jun 2018
Cross-Domain Transfer in Reinforcement Learning using Target Apprentice Girish Joshi Girish Chowdhary 30 31 0 22 Jan 2018
Grounding Language for Transfer in Deep Reinforcement Learning Karthik Narasimhan Regina Barzilay Tommi Jaakkola LM&Ro OffRL 46 25 0 01 Aug 2017
Reading Wikipedia to Answer Open-Domain Questions Danqi Chen Adam Fisch Jason Weston Antoine Bordes RALM 96 2,003 0 31 Mar 2017
What can you do with a rock? Affordance extraction via word embeddings Nancy Fulda D. Ricks Ben Murdoch David Wingate 36 83 0 09 Mar 2017
Progressive Neural Networks Andrei A. Rusu Neil C. Rabinowitz Guillaume Desjardins Hubert Soyer J. Kirkpatrick Koray Kavukcuoglu Razvan Pascanu R. Hadsell CLL AI4CE 46 2,427 0 15 Jun 2016
Actor-Mimic: Deep Multitask and Transfer Reinforcement Learning Emilio Parisotto Jimmy Lei Ba Ruslan Salakhutdinov OffRL 63 594 0 19 Nov 2015
Deep Reinforcement Learning with a Natural Language Action Space Ji He Jianshu Chen Xiaodong He Jianfeng Gao Lihong Li Li Deng Mari Ostendorf 63 245 0 14 Nov 2015
Attend, Adapt and Transfer: Attentive Deep Architecture for Adaptive Transfer from multiple sources in the same domain Janarthanan Rajendran A. Srinivas Mitesh M. Khapra Prasanna Parthasarathi Balaraman Ravindran 30 52 0 10 Oct 2015
Language Understanding for Text-based Games Using Deep Reinforcement Learning Karthik Narasimhan Tejas D. Kulkarni Regina Barzilay OffRL 69 361 0 30 Jun 2015