conftrace_

demonstration learning

25 papers

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Co-occurring keywords

imitation learning (744) large language model (13587) reinforcement learning (4352) few-shot learning (3398) sparse reward (141) human demonstration (20) inverse reinforcement learning (205) in-context learning (1405) preference learning (418) reward learning (68)

Papers

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