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Roger Wattenhofer — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Roger Wattenhofer
45
papers ·
373
citations ·
69
h-index
Board of the Swiss Federal Institutes of Technology · ETH Zurich
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Attentive Multi-Task Deep Reinforcement Learning
2019 · 19 citations
Teaching a Machine to Read Maps with Deep Reinforcement Learning
2017 · 16 citations
PUZZLES: A Benchmark for Neural Algorithmic Reasoning
2024 · 6 citations
Using State Predictions for Value Regularization in Curiosity Driven Deep Reinforcement Learning
2018 · 4 citations
CAESAR: Enhancing Federated RL in Heterogeneous MDPs through Convergence-Aware Sampling with Screening
2024 · 2 citations
Learning Policies through Quantile Regression
2019 · 1 citations
FedHQL: Federated Heterogeneous Q-Learning
2023 · 1 citations
Decentralized Federated Policy Gradient with Byzantine Fault-Tolerance and Provably Fast Convergence
2024 · 1 citations
SUBER: An RL Environment with Simulated Human Behavior for Recommender Systems
2024 · 1 citations
You Can Learn Tokenization End-to-End with Reinforcement Learning
2026
FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF
2024
Top co-authors
Cheston Tan
· 3
Luca A. Lanzend\"orfer
· 3
Wei Tsang Ooi
· 2
Bryan Kian Hsiang Low
· 1
Sam Dauncey
· 1
Yew-Soon Ong
· 1
Yining Ma
· 1
Zhongxiang Dai
· 1
Topics
Model-Based RL
Value-Based
Multi-Agent
Exploration
Policy Gradient
Meta-RL
RLHF & Alignment
cs.LG
cs.AI
Game AI