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Reinforcement Learning
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2069 directly classified papers
Papers per year
2005: 4
2006: 13
2007: 13
2008: 14
2009: 4
2010: 14
2011: 15
2012: 20
2013: 20
2014: 18
2015: 14
2016: 22
2017: 53
2018: 84
2019: 166
2020: 215
2021: 282
2022: 268
2023: 342
2024: 254
2025: 193
2026: 41
Papers
MimicPlay: Long-Horizon Imitation Learning by Watching Human Play
CORL 2023
REBOOT: Reuse Data for Bootstrapping Efficient Real-World Dexterous Manipulation
CORL 2023
Meta-learning Parameterized Skills
ICML 2023
Towards Disturbance-Free Visual Mobile Manipulation
WACV 2023
Continual Vision-based Reinforcement Learning with Group Symmetries
CORL 2023
Active Vision Reinforcement Learning under Limited Visual Observability
NIPS 2023
lilGym: Natural Language Visual Reasoning with Reinforcement Learning
ACL 2023
Yes, this Way! Learning to Ground Referring Expressions into Actions with Intra-episodic Feedback from Supportive Teachers
ACL 2023
Learning Symbolic Rules over Abstract Meaning Representations for Textual Reinforcement Learning
ACL 2023
ERASOR2: Instance-Aware Robust 3D Mapping of the Static World in Dynamic Scenes
RSS 2023
SOREO: A System for Safe and Autonomous Drones Fleet Navigation with Reinforcement Learning
AAAI 2023
Vessel-to-Vessel Motion Compensation with Reinforcement Learning
AAAI 2023
Tackling Safe and Efficient Multi-Agent Reinforcement Learning via Dynamic Shielding (Student Abstract)
AAAI 2023
Model-Based Reinforcement Learning for Cavity Filter Tuning
L4DC 2023
Hybrid Systems Neural Control with Region-of-Attraction Planner
L4DC 2023
iPlanner: Imperative Path Planning
RSS 2023
CLAS: Coordinating Multi-Robot Manipulation with Central Latent Action Spaces
L4DC 2023
Learning Locomotion Skills from MPC in Sensor Space
L4DC 2023
Hyperparameter Tuning of an Off-Policy Reinforcement Learning Algorithm for H∞ Tracking Control
L4DC 2023
SafeLight: A Reinforcement Learning Method toward Collision-Free Traffic Signal Control
AAAI 2023
Roll-Drop: accounting for observation noise with a single parameter
L4DC 2023
Continuous Versatile Jumping Using Learned Action Residuals
L4DC 2023
Adaptive Tracking Control of Dielectric Elastomer Soft Actuators with Viscoelastic Hysteresis Compensation
RSS 2023
Agile Catching with Whole-Body MPC and Blackbox Policy Learning
L4DC 2023
Evaluating Model-Free Reinforcement Learning toward Safety-Critical Tasks
AAAI 2023
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