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Q-Learning

The goal of Q-learning is to learn a policy, which tells an agent what action to take under what circumstances.

( Image credit: Playing Atari with Deep Reinforcement Learning )

Papers

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Showing 1001–1025 of 1918 papers

TitleStatusHype
Projected Off-Policy Q-Learning (POP-QL) for Stabilizing Offline Reinforcement Learning—0
Projection Implicit Q-Learning with Support Constraint for Offline Reinforcement Learning—0
Projective simulation for classical learning agents: a comprehensive investigation—0
Prospect-theoretic Q-learning—0
Prospect Theory-inspired Automated P2P Energy Trading with Q-learning-based Dynamic Pricing—0
Protein Structure Prediction in the 3D HP Model Using Deep Reinforcement Learning—0
Provable Multi-Objective Reinforcement Learning with Generative Models—0
Provable Reinforcement Learning for Networked Control Systems with Stochastic Packet Disordering—0
Gauss-Newton Temporal Difference Learning with Nonlinear Function Approximation—0
Provably Efficient Kernelized Q-Learning—0
Provably Efficient Multi-Agent Reinforcement Learning with Fully Decentralized Communication—0
Provably Efficient Q-learning with Function Approximation via Distribution Shift Error Checking Oracle—0
Provably Efficient Q-learning with Function Approximation via Distribution Shift Error Checking Oracle—0
Provably Efficient Q-Learning with Low Switching Cost—0
Provably Efficient Reinforcement Learning with Aggregated States—0
Provably Efficient Reinforcement Learning in Decentralized General-Sum Markov Games—0
Provably More Efficient Q-Learning in the One-Sided-Feedback/Full-Feedback Settings—0
Direct Data-Driven Discrete-time Bilinear Biquadratic Regulator—0
Pruning the Way to Reliable Policies: A Multi-Objective Deep Q-Learning Approach to Critical Care—0
Pseudorehearsal in value function approximation—0
Learned Collusion—0
Q-Cogni: An Integrated Causal Reinforcement Learning Framework—0
Q-CP: Learning Action Values for Cooperative Planning—0
Q-DATA: Enhanced Traffic Flow Monitoring in Software-Defined Networks applying Q-learning—0
QF-tuner: Breaking Tradition in Reinforcement Learning—0
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