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deep reinforcement learning

903 papers

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Also known as

DEEP RL DRL

Co-occurring keywords

reinforcement learning (4122) policy learning (699) sample efficiency (469) neural network (6616) continuous control (246) multi-agent system (1743) policy gradient (518) policy optimization (630) value function (294) off-policy learning (227)

Papers

Q-Ball: Modeling Basketball Games Using Deep Reinforcement Learning AAAI 2022
Neighborhood Mixup Experience Replay: Local Convex Interpolation for Improved Sample Efficiency in Continuous Control Tasks L4DC 2022
VeNAS: Versatile Negotiating Agent Strategy via Deep Reinforcement Learning (Student Abstract) AAAI 2022
Training a Resilient Q-network against Observational Interference AAAI 2022
Controlling Underestimation Bias in Reinforcement Learning via Quasi-median Operation AAAI 2022
Natural Black-Box Adversarial Examples against Deep Reinforcement Learning AAAI 2022
SimSR: Simple Distance-Based State Representations for Deep Reinforcement Learning AAAI 2022
Learning Robust Policy against Disturbance in Transition Dynamics via State-Conservative Policy Optimization AAAI 2022
Learn Goal-Conditioned Policy with Intrinsic Motivation for Deep Reinforcement Learning AAAI 2022
Efficient Dialog Policy Learning by Reasoning with Contextual Knowledge AAAI 2022
DynamicTOC: Persona-based Table of Contents for Consumption of Long Documents NAACL 2022
Interactive Query-Assisted Summarization via Deep Reinforcement Learning NAACL 2022
Deep Reinforcement Learning Policies Learn Shared Adversarial Features across MDPs AAAI 2022
A Distributional Framework for Risk-Sensitive End-to-End Planning in Continuous MDPs AAAI 2022
Controllable Text Simplification with Deep Reinforcement Learning IJCNLP 2022
AVAST: Attentive Variational State Tracker in a Reinforced Navigator IJCNLP 2022
Left Ventricle Contouring in Cardiac Images Based on Deep Reinforcement Learning MIDL 2022
AVAST: Attentive Variational State Tracker in a Reinforced Navigator AACL 2022
An Adaptive Deep RL Method for Non-Stationary Environments with Piecewise Stable Context NIPS 2022
Explainability Via Causal Self-Talk NIPS 2022
CADRE: A Cascade Deep Reinforcement Learning Framework for Vision-Based Autonomous Urban Driving AAAI 2022
Efficient Scheduling of Data Augmentation for Deep Reinforcement Learning NIPS 2022
Deep Reinforcement Learning for High-Frequency Market Making ACML 2022
Learning Representations via a Robust Behavioral Metric for Deep Reinforcement Learning NIPS 2022
Learning General World Models in a Handful of Reward-Free Deployments NIPS 2022