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Joni Pajarinen — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Joni Pajarinen
35
papers ·
58
citations ·
16
h-index
Aalto University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Adaptive Behavior Cloning Regularization for Stable Offline-to-Online Reinforcement Learning
2022 · 14 citations
Redeeming Intrinsic Rewards via Constrained Optimization
2022 · 11 citations
Model-based Lookahead Reinforcement Learning
2019 · 9 citations
A Probabilistic Interpretation of Self-Paced Learning with Applications to Reinforcement Learning
2021 · 9 citations
Information Gathering in Decentralized POMDPs by Policy Graph Improvement
2019 · 4 citations
Technical Report: The Policy Graph Improvement Algorithm
2020 · 2 citations
Beyond Uniform Sampling: Offline Reinforcement Learning with Imbalanced Datasets
2023 · 2 citations
Self-Paced Deep Reinforcement Learning
2020 · 1 citations
Convex Regularization in Monte-Carlo Tree Search
2020 · 1 citations
State-Conditioned Adversarial Subgoal Generation
2022 · 1 citations
Swapped goal-conditioned offline reinforcement learning
2023 · 1 citations
Simplified Temporal Consistency Reinforcement Learning
2023 · 1 citations
Backpropagation Through Agents
2024 · 1 citations
GCHR : Goal-Conditioned Hindsight Regularization for Sample-Efficient Reinforcement Learning
2025
Reachability Weighted Offline Goal-conditioned Resampling
2025
Top co-authors
Jan Peters
· 9
Carlo D'Eramo
· 5
Pascal Klink
· 5
Wenyan Yang
· 5
Aidan Scannell
· 4
Wenshuai Zhao
· 4
Yi Zhao
· 4
Zhang-Wei Hong
· 4
Juho Kannala
· 3
Mohammadreza Nakhaei
· 3
Pulkit Agrawal
· 3
Tinghuai Wang
· 3
Topics
Model-Based RL
Exploration
Offline RL
Policy Gradient
Value-Based
Meta-RL
Game AI
Multi-Agent
Safe RL