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Roger Creus Castanyer — most-cited papers & profile · Reinforcement Learning
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Roger Creus Castanyer
9
papers ·
0
citations ·
3
h-index
Mila - Quebec Artificial Intelligence Institute
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Semantic Scholar ↗
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Most-cited papers
Breaking the Solver Bottleneck: Training Task Generators at the Learnable Frontier
2026
Agentick: A Unified Benchmark for General Sequential Decision-Making Agents
2026
PopuLoRA: Co-Evolving LLM Populations for Reasoning Self-Play
2026
ARM-FM: Automated Reward Machines via Foundation Models for Compositional Reinforcement Learning
2025
Stable Gradients for Stable Learning at Scale in Deep Reinforcement Learning
2025
RLeXplore: Accelerating Research in Intrinsically-Motivated Reinforcement Learning
2024
Centralized control for multi-agent RL in a complex Real-Time-Strategy game
2023
Improving Intrinsic Exploration by Creating Stationary Objectives
2023
Surprise-Adaptive Intrinsic Motivation for Unsupervised Reinforcement Learning
2024
Top co-authors
Glen Berseth
· 5
Pablo Samuel Castro
· 3
Augustine N. Mavor-Parker
· 2
Faisal Mohamed
· 2
Geoffrey Bradway
· 2
Aaron Courville
· 1
Adriana Hugessen
· 1
Bo Li
· 1
Connor Watts
· 1
Cyrus Neary
· 1
Glen Berseth
· 1
Johan Obando-Ceron
· 1
Topics
Model-Based RL
Meta-RL
Exploration
Multi-Agent
Policy Gradient
Value-Based
RLHF & Alignment
Game AI