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← Authors

Jakob Hollenstein

3 papers · 2023–2026 · 2 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (14)

Conferences

AAAI (2) ICLR (1)

Top co-authors

Georg Martius (2) Justus Piater (2) Antonio Rodriguez-Sanchez (1) Onno Eberhard (1) Cristina Pinneri (1) Samuele Tosatto (1) David Drexel (1) Muthukumar Pandaram (1)

Keywords

reinforcement learning (1) sparsity prior (1) world model (1) proximal policy optimization (1) exploration strategy (1) on-policy learning (1) dynamics model (1) causal graph (1) colored noise (1) action sampling (1) state-dependent sparsity (1)

Papers

Dynamic Sparsity: Challenging Common Sparsity Assumptions for Learning World Models in Robotic Reinforcement Learning Benchmarks AAAI 2026 Colored Noise in PPO: Improved Exploration and Performance through Correlated Action Sampling AAAI 2024 Pink Noise Is All You Need: Colored Noise Exploration in Deep Reinforcement Learning ICLR 2023