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Reinforcement Learning
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Robotics
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
Correct High-level Robot Behavior in Environments with Unexpected Events
RSS 2014
Design Principles of the Hippocampal Cognitive Map
NIPS 2014
Aggregating Optimistic Planning Trees for Solving Markov Decision Processes
NIPS 2013
Adaptive Step-Size for Policy Gradient Methods
NIPS 2013
Probabilistic Movement Primitives
NIPS 2013
Bellman Error Based Feature Generation using Random Projections on Sparse Spaces
NIPS 2013
Reward Mapping for Transfer in Long-Lived Agents
NIPS 2013
Variational Policy Search via Trajectory Optimization
NIPS 2013
SLAM++: Simultaneous Localisation and Mapping at the Level of Objects
CVPR 2013
Guided Policy Search
ICML 2013
Learning an Internal Dynamics Model from Control Demonstration
ICML 2013
Online Feature Selection for Model-based Reinforcement Learning
ICML 2013
A Topological Approach to Using Cables to Separate and Manipulate Sets of Objects
RSS 2013
Receding Horizon Control in Dynamic Environments from Temporal Logic Specifications
RSS 2013
Dynamics, Control and Planning for Cooperative Manipulation of Payloads Suspended by Cables from Multiple Quadrotor Robots
RSS 2013
Quantitative Evaluation of Standing Stabilization Using Stiff and Compliant Actuators
RSS 2013
Construction of Approximation Spaces for Reinforcement Learning
JMLR 2013
Learning from Limited Demonstrations
NIPS 2013
Fast Interpolation and Time-Optimization on Implicit Contact Submanifolds
RSS 2013
Incremental Semantically Grounded Learning from Demonstration
RSS 2013
Incremental Block Cholesky Factorization for Nonlinear Least Squares in Robotics
RSS 2013
Maximum Mean Discrepancy Imitation Learning
RSS 2013
Failure anticipation in pursuit-evasion
RSS 2012
Hybrid Operational Space Control for Compliant Legged Systems
RSS 2012
Recognition, Prediction, and Planning for Assisted Teleoperation of Freeform Tasks
RSS 2012
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