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Julia Kiseleva — most-cited papers & profile · Multimodal
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Julia Kiseleva
7
papers ·
45
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Guided Dialog Policy Learning without Adversarial Learning in the Loop
2020 · 13 citations
Towards Better Human-agent Alignment: Assessing Task Utility In Llm-powered Applications
2024 · 7 citations
IGLU Gridworld: Simple and Fast Environment for Embodied Dialog Agents
2022 · 4 citations
Dialogue Generation: From Imitation Learning to Inverse Reinforcement Learning
2018 · 3 citations
Rethinking Supervised Learning and Reinforcement Learning in Task-Oriented Dialogue Systems
2020 · 3 citations
Learning to Solve Voxel Building Embodied Tasks from Pixels and Natural Language Instructions
2022 · 1 citations
Topics
Model-Based RL
RLHF & Alignment
Policy Gradient
Safety & Alignment
Evaluation
Efficiency
Value-Based
Offline RL
Meta-RL
Game AI