Guest editorial: special issue on reinforcement learning for real life Yuxi LiAlborz GeramifardTao Wang EditorialNotes 02 August 2021 Pages: 2291 - 2293
Inverse reinforcement learning in contextual MDPs Stav BelogolovskyPhilip KorsunskyTom Zahavy OriginalPaper Open access 12 May 2021 Pages: 2295 - 2334
A deep reinforcement learning framework for continuous intraday market bidding Ioannis BoukasDamien ErnstBertrand Cornélusse OriginalPaper 12 July 2021 Pages: 2335 - 2387
Bandit algorithms to personalize educational chatbots William CaiJosh GrossmanSharad Goel OriginalPaper 25 May 2021 Pages: 2389 - 2418
Challenges of real-world reinforcement learning: definitions, benchmarks and analysis Gabriel Dulac-ArnoldNir LevineTodd Hester OriginalPaper 22 April 2021 Pages: 2419 - 2468
Grounded action transformation for sim-to-real reinforcement learning Josiah P. HannaSiddharth DesaiPeter Stone OriginalPaper Open access 13 May 2021 Pages: 2469 - 2499
Air Learning: a deep reinforcement learning gym for autonomous aerial robot visual navigation Srivatsan KrishnanBehzad BoroujerdianVijay Janapa Reddi OriginalPaper Open access 07 July 2021 Pages: 2501 - 2540
Dealing with multiple experts and non-stationarity in inverse reinforcement learning: an application to real-life problems Amarildo LikmetaAlberto Maria MetelliMarcello Restelli OriginalPaper Open access 14 March 2021 Pages: 2541 - 2576
Lessons on off-policy methods from a notification component of a chatbot Scott RomeTianwen ChenDing Zhou OriginalPaper 04 May 2021 Pages: 2577 - 2602
Partially observable environment estimation with uplift inference for reinforcement learning based recommendation Wenjie ShangQingyang LiJieping Ye OriginalPaper 14 April 2021 Pages: 2603 - 2640
Automatic discovery of interpretable planning strategies Julian SkirzyĆskiFrederic BeckerFalk Lieder OriginalPaper Open access 09 April 2021 Pages: 2641 - 2683
IntelligentPooling: practical Thompson sampling for mHealth Sabina TomkinsPeng LiaoSusan Murphy OriginalPaper 21 June 2021 Pages: 2685 - 2727