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Applications

2,922 papers (40 classified directly here)

Subtopics

Robotics (2,069) Game AI (511) Value Iteration (356)

Papers per year

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Papers (including subtopics)

Continuous-Discrete Reinforcement Learning for Hybrid Control in Robotics CORL 2019
Learning from My Partner’s Actions: Roles in Decentralized Robot Teams CORL 2019
Learning to Navigate Using Mid-Level Visual Priors CORL 2019
Learning Compact Models for Planning with Exogenous Processes CORL 2019
Teacher algorithms for curriculum learning of Deep RL in continuously parameterized environments CORL 2019
Data-efficient Co-Adaptation of Morphology and Behaviour with Deep Reinforcement Learning CORL 2019
RoboNet: Large-Scale Multi-Robot Learning CORL 2019
Deep Value Model Predictive Control CORL 2019
Experience-Embedded Visual Foresight CORL 2019
Relay Policy Learning: Solving Long-Horizon Tasks via Imitation and Reinforcement Learning CORL 2019
Model-based Behavioral Cloning with Future Image Similarity Learning CORL 2019
Meta-World: A Benchmark and Evaluation for Multi-Task and Meta Reinforcement Learning CORL 2019
Macro-Action-Based Deep Multi-Agent Reinforcement Learning CORL 2019
Active Domain Randomization CORL 2019
Asking Easy Questions: A User-Friendly Approach to Active Reward Learning CORL 2019
Dynamic Experience Replay CORL 2019
Language-guided Semantic Mapping and Mobile Manipulation in Partially Observable Environments CORL 2019
Learning Parametric Constraints in High Dimensions from Demonstrations CORL 2019
Understanding Teacher Gaze Patterns for Robot Learning CORL 2019
ROBEL: Robotics Benchmarks for Learning with Low-Cost Robots CORL 2019
Navigation Agents for the Visually Impaired: A Sidewalk Simulator and Experiments CORL 2019
Asynchronous Methods for Model-Based Reinforcement Learning CORL 2019
PyRoboLearn: A Python Framework for Robot Learning Practitioners CORL 2019
Learning to Map Natural Language Instructions to Physical Quadcopter Control using Simulated Flight CORL 2019
Surveys without Questions: A Reinforcement Learning Approach AAAI 2019