Sebastian Dittert

3 papers · 2021–2024 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (12) 🐣 Hot Topic Early Bird

Conferences

ICLR (1) ICML (1) NIPS (1)

Top co-authors

Gianni De Fabritiis (3) Vincent Moens (2) Matteo Bettini (1) Xiaomeng Yang (1) Vikash Kumar (1) Gabriele Libardi (1) Shagun Sodhani (1) Albert Bou (1)

Keywords

deep reinforcement learning (1) imitation learning (1) proximal policy optimization (1) exploration strategy (1) sparse reward (1)

Papers

BricksRL: A Platform for Democratizing Robotics and Reinforcement Learning Research and Education with LEGO NIPS 2024

TorchRL: A data-driven decision-making library for PyTorch ICLR 2024

Guided Exploration with Proximal Policy Optimization using a Single Demonstration ICML 2021