- CRWRL_Dulac-Arnold_2019: Challenges of Real-world Reinforcement Learning (Dulac-Arnold et al., 2019)
- DRLNLAS_He_2016: Deep Reinforcement Learning with a Natural Language Action Space (He et al., 2016)
- GAS_Farquhar_2019: Growing Action Spaces (Farquhar et al., 2019)
- LILFKD_Mazumder_2019: Lifelong and Interactive Learning of Factual Knowledge in Dialogues (Mazumder et al., 2019)
- LUTGDRL_Narasimhan_2005: Language Understanding for Text-based Games using Deep Reinforcement Learning (Narasimhan et al., (2015)
- PTAGGBDRL_Ammanabrolu_2019: Playing Text Adventure Games with Graph Based Deep Reinforcement Learning (Ammanabrolu and Riedl, 2019)
- SPDL_Cao_2019: Semantic Parsing with Dual Learning (Cao et al, 2019)
- SRLIN_Jelena_2019: A Survey of Reinforcement Learning Informed by Natural Language (Jelena et al., 2019)
- SSDRL_Rowland_2019: Statistics and Samples in Distributional Reinforcement Learning (Rowland et al., 2019)
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