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Adam Jelley

3 papers · 2023–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

COLING (1) ICLR (1) NeurIPS (1)

Top co-authors

Amos Storkey (3) Eloi Alonso (1) Tim Pearce (1) Sam Devlin (1) Peter Bell (1) Stefano V. Albrecht (1) Vincent Micheli (1) Francois Fleuret (1) Anssi Kanervisto (1) Antreas Antoniou (1)

Research topics

Artificial Intelligence (2) Learning Paradigms (2) Deep Learning (1) Machine Learning (1) Reinforcement Learning (1) Applications (1) Core AI (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1) Methods (1) Models (1)

Keywords

representation learning (1) contrastive learning (1) reinforcement learning (1) sample efficiency (1) few-shot learning (1) probabilistic modeling (1) imitation learning (1) preference alignment (1) model-based reinforcement learning (1) diffusion model (1) atari game (1) world model (1) visual detail (1) task planning (1) partial observation (1) atari benchmark (1) model-based rl (1) large language model (1) reinforced self-training (1) household robot (1)

Papers

LLM-Personalize: Aligning LLM Planners with Human Preferences via Reinforced Self-Training for Housekeeping Robots COLING 2025 Diffusion for World Modeling: Visual Details Matter in Atari NeurIPS 2024 Contrastive Meta-Learning for Partially Observable Few-Shot Learning ICLR 2023