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Deep RL

3,861 papers

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Papers

CAtNIPP: Context-Aware Attention-based Network for Informative Path Planning CORL 2022
Visuo-Tactile Transformers for Manipulation CORL 2022
Offline Reinforcement Learning at Multiple Frequencies CORL 2022
USHER: Unbiased Sampling for Hindsight Experience Replay CORL 2022
Fast Lifelong Adaptive Inverse Reinforcement Learning from Demonstrations CORL 2022
Lyapunov Design for Robust and Efficient Robotic Reinforcement Learning CORL 2022
Contrastive Decision Transformers CORL 2022
DayDreamer: World Models for Physical Robot Learning CORL 2022
Skill-based Model-based Reinforcement Learning CORL 2022
QuaDUE-CCM: Interpretable Distributional Reinforcement Learning using Uncertain Contraction Metrics for Precise Quadrotor Trajectory Tracking CORL 2022
Backprop-Free Reinforcement Learning with Active Neural Generative Coding AAAI 2022
Multi-Sacle Dynamic Coding Improved Spiking Actor Network for Reinforcement Learning AAAI 2022
Stochastic Planner-Actor-Critic for Unsupervised Deformable Image Registration AAAI 2022
REMOTE: Reinforced Motion Transformation Network for Semi-supervised 2D Pose Estimation in Videos AAAI 2022
CADRE: A Cascade Deep Reinforcement Learning Framework for Vision-Based Autonomous Urban Driving AAAI 2022
Learning to Search in Local Branching AAAI 2022
AlphaHoldem: High-Performance Artificial Intelligence for Heads-Up No-Limit Poker via End-to-End Reinforcement Learning AAAI 2022
Conservative and Adaptive Penalty for Model-Based Safe Reinforcement Learning AAAI 2022
Robust Adversarial Reinforcement Learning with Dissipation Inequation Constraint AAAI 2022
Enforcement Heuristics for Argumentation with Deep Reinforcement Learning AAAI 2022
Learning to Walk with Dual Agents for Knowledge Graph Reasoning AAAI 2022
Context-Specific Representation Abstraction for Deep Option Learning AAAI 2022
Learning by Competition of Self-Interested Reinforcement Learning Agents AAAI 2022
Reinforcement Learning with Stochastic Reward Machines AAAI 2022
Gradient Temporal Difference with Momentum: Stability and Convergence AAAI 2022