Using Natural Language for Reward Shaping in Reinforcement Learning

Using Natural Language for Reward Shaping in Reinforcement Learning

5 March 2019

Raymond J. Mooney

Papers citing "Using Natural Language for Reward Shaping in Reinforcement Learning"

9 / 109 papers shown

Title
Sample-Efficient Model-based Actor-Critic for an Interactive Dialogue Task Katya Kudashkina Valliappa Chockalingam Graham W. Taylor Michael Bowling OffRL LLMAG 33 2 0 28 Apr 2020
Zero-Shot Compositional Policy Learning via Language Grounding Tianshi Cao Jingkang Wang Yining Zhang S. Manivasagam LM&Ro 34 1 0 15 Apr 2020
Language as a Cognitive Tool to Imagine Goals in Curiosity-Driven Exploration Cédric Colas Tristan Karch Nicolas Lair Jean-Michel Dussoux Clément Moulin-Frier Peter Ford Dominey Pierre-Yves Oudeyer LM&Ro LLMAG LRM 14 118 0 21 Feb 2020
Language Grounding through Social Interactions and Curiosity-Driven Multi-Goal Learning Nicolas Lair Cédric Colas Rémy Portelas Jean-Michel Dussoux Peter Ford Dominey Pierre-Yves Oudeyer LM&Ro 11 7 0 08 Nov 2019
Shaping Visual Representations with Language for Few-shot Classification Jesse Mu Percy Liang Noah D. Goodman VLM 11 49 0 06 Nov 2019
Fast Task-Adaptation for Tasks Labeled Using Natural Language in Reinforcement Learning Matthias Hutsebaut-Buysse Kevin Mets Steven Latré 11 5 0 09 Oct 2019
Using Logical Specifications of Objectives in Multi-Objective Reinforcement Learning Max Ploner Anand Balakrishnan Sebastian Pohl David Wingate 4 2 0 03 Oct 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 23 279 0 10 Jun 2019
Deep Reinforcement Learning for Dialogue Generation Jiwei Li Will Monroe Alan Ritter Michel Galley Jianfeng Gao Dan Jurafsky 214 1,327 0 05 Jun 2016