conftrace_

demonstration learning

25 papers

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Co-occurring keywords · papers mentioning both

imitation learning (7) large language model (6) reinforcement learning (6) few-shot learning (5) sparse reward (4) human demonstration (3) inverse reinforcement learning (3) in-context learning (3) preference learning (3) reward learning (2)

Papers

Babysit A Language Model From Scratch: Interactive Language Learning by Trials and Demonstrations NAACL 2025 EmFORE: Learning Email Folder Classification Rules by Demonstration AAAI 2024 Focused Large Language Models are Stable Many-Shot Learners EMNLP 2024 Imitation Bootstrapped Reinforcement Learning RSS 2024 The Impact of Demonstrations on Multilingual In-Context Learning: A Multidimensional Analysis ACL 2024 Towards Demonstration-Aware Large Language Models for Machine Translation ACL 2024 Can In-context Learners Learn a Reasoning Concept from Demonstrations? ACL 2023 Let Me Check the Examples: Enhancing Demonstration Learning via Explicit Imitation ACL 2023 PaRaDe: Passage Ranking using Demonstrations with LLMs EMNLP 2023 Align-RUDDER: Learning From Few Demonstrations by Reward Redistribution ICML 2022 CEIP: Combining Explicit and Implicit Priors for Reinforcement Learning with Demonstrations NeurIPS 2022 Enhanced Meta Reinforcement Learning via Demonstrations in Sparse Reward Environments NeurIPS 2022 Monte Carlo Augmented Actor-Critic for Sparse Reward Deep Reinforcement Learning from Suboptimal Demonstrations NeurIPS 2022 Inverse Constrained Reinforcement Learning ICML 2021 Learning Hierarchical Task Networks with Preferences from Unannotated Demonstrations CoRL 2020 Simultaneously Learning Transferable Symbols and Language Groundings from Perceptual Data for Instruction Following RSS 2020 Learning Reactive Motion Policies in Multiple Task Spaces from Human Demonstrations CoRL 2019 Learning Reward Functions by Integrating Human Demonstrations and Preferences RSS 2019 Machine Teaching for Inverse Reinforcement Learning: Algorithms and Applications AAAI 2019 Pay Attention! - Robustifying a Deep Visuomotor Policy Through Task-Focused Visual Attention CVPR 2019 Demo2Vec: Reasoning Object Affordances From Online Videos CVPR 2018 Improving Reinforcement Learning with Human Input IJCAI 2018 Reward learning from human preferences and demonstrations in Atari NeurIPS 2018 Scheduled Policy Optimization for Natural Language Communication with Intelligent Agents IJCAI 2018 Constructing Skill Trees for Reinforcement Learning Agents from Demonstration Trajectories NeurIPS 2010