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Karl Mason — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Karl Mason
15
papers ·
11
citations ·
0
h-index
Ollscoil na Gaillimhe – University of Galway · COPE Galway
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Most-cited papers
Uncertainty-Aware Knowledge Transformers for Peer-to-Peer Energy Trading with Multi-Agent Reinforcement Learning
2025 · 4 citations
Reinforcement Learning Enabled Peer-to-Peer Energy Trading for Dairy Farms
2024 · 3 citations
Evolutionary Strategy Guided Reinforcement Learning via MultiBuffer Communication
2023 · 2 citations
Go-Explore for Residential Energy Management
2024 · 1 citations
A Reinforcement Learning Approach to Dairy Farm Battery Management using Q Learning
2024 · 1 citations
D-SPEAR: Dual-Stream Prioritized Experience Adaptive Replay for Stable Reinforcement Learning in Robotic Manipulation
2026
Forecast Aware Deep Reinforcement Learning for Efficient Electricity Load Scheduling in Dairy Farms
2026
Hindsight Preference Replay Improves Preference-Conditioned Multi-Objective Reinforcement Learning
2026
Demonstration-Guided Continual Reinforcement Learning in Dynamic Environments
2025
Optimizing Deep Reinforcement Learning for Adaptive Robotic Arm Control
2024
Reinforcement Learning for Battery Management in Dairy Farming
2023
Demonstration Guided Multi-Objective Reinforcement Learning
2024
A Deep Reinforcement Learning Approach to Battery Management in Dairy Farming via Proximal Policy Optimization
2024
A Meta-Learning Approach for Multi-Objective Reinforcement Learning in Sustainable Home Environments
2024
Top co-authors
Patrick Mannion
· 5
Michael Schukat
· 3
Nawazish Ali
· 3
Enda Barrett
· 2
Jonaid Shianifar
· 2
Junlin Lu
· 2
Junlin Lu
· 2
Mian Ibad Ali Shah
· 2
Rachael Shaw
· 2
Abdul Wahid
· 1
Abdul Wahid
· 1
Adam Callaghan
· 1
Topics
Model-Based RL
Value-Based
Policy Gradient
Multi-Agent
Meta-RL
Offline RL
Exploration
RLHF & Alignment