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Deep Reinforcement Learning

Papers

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TitleStatusHype
Biomechanic Posture Stabilisation via Iterative Training of Multi-policy Deep Reinforcement Learning Agents0
Adversarial Imitation Learning via Random Search0
Static Neural Compiler Optimization via Deep Reinforcement Learning0
Optimal control towards sustainable wastewater treatment plants based on multi-agent reinforcement learningCode1
Toward Smart Security Enhancement of Federated Learning Networks0
Channel-wise Hessian Aware trace-Weighted Quantization of Neural Networks0
Adaptive trading strategies across liquidity pools0
Towards Closing the Sim-to-Real Gap in Collaborative Multi-Robot Deep Reinforcement LearningCode0
Ubiquitous Distributed Deep Reinforcement Learning at the Edge: Analyzing Byzantine Agents in Discrete Action Spaces0
A Relation Analysis of Markov Decision Process Frameworks0
Analysis of Social Robotic Navigation approaches: CNN Encoder and Incremental Learning as an alternative to Deep Reinforcement Learning0
Learning Fair Policies in Multiobjective (Deep) Reinforcement Learning with Average and Discounted RewardsCode0
Super-Human Performance in Gran Turismo Sport Using Deep Reinforcement Learning0
DeepSlicing: Deep Reinforcement Learning Assisted Resource Allocation for Network Slicing0
Model-Reference Reinforcement Learning for Collision-Free Tracking Control of Autonomous Surface Vehicles0
DRL-Based QoS-Aware Resource Allocation Scheme for Coexistence of Licensed and Unlicensed Users in LTE and Beyond0
An adaptive synchronization approach for weights of deep reinforcement learning0
Explainability in Deep Reinforcement Learning0
Reinforcement Learning with Quantum Variational CircuitsCode0
Autonomous Braking and Throttle System: A Deep Reinforcement Learning Approach for Naturalistic Driving0
Adversary Agnostic Robust Deep Reinforcement Learning0
Decision-making at Unsignalized Intersection for Autonomous Vehicles: Left-turn Maneuver with Deep Reinforcement Learning0
Multi-Agent Deep Reinforcement Learning enabled Computation Resource Allocation in a Vehicular Cloud Network0
Visuomotor Mechanical Search: Learning to Retrieve Target Objects in Clutter0
A Review of Deep Reinforcement Learning for Smart Building Energy Management0
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