An End-to-End Deep RL Framework for Task Arrangement in Crowdsourcing Platforms Nov 4, 2019 Deep Reinforcement Learning Reinforcement Learning
— Unverified An Energy-Saving Snake Locomotion Gait Policy Obtained Using Deep Reinforcement Learning Mar 8, 2021 Deep Reinforcement Learning Navigate
— Unverified An Enhanced-State Reinforcement Learning Algorithm for Multi-Task Fusion in Large-Scale Recommender Systems Sep 18, 2024 Multi-Task Learning Recommendation Systems
— Unverified An Entropy Regularization Free Mechanism for Policy-based Reinforcement Learning Jun 1, 2021 Atari Games Diversity
— Unverified A Nesterov's Accelerated quasi-Newton method for Global Routing using Deep Reinforcement Learning Oct 15, 2020 Deep Reinforcement Learning Q-Learning
— Unverified A Neuromorphic Architecture for Reinforcement Learning from Real-Valued Observations Jul 6, 2023 Acrobot Decision Making
— Unverified An Evolutionary Framework for Connect-4 as Test-Bed for Comparison of Advanced Minimax, Q-Learning and MCTS May 26, 2024 Decision Making Q-Learning
— Unverified A New Approach for Resource Scheduling with Deep Reinforcement Learning Jun 21, 2018 Deep Reinforcement Learning reinforcement-learning
— Unverified A New Concept of Deep Reinforcement Learning based Augmented General Sequence Tagging System Dec 26, 2018 Deep Reinforcement Learning reinforcement-learning
— Unverified A New Concept of Deep Reinforcement Learning based Augmented General Tagging System Aug 1, 2018 Deep Reinforcement Learning Named Entity Recognition (NER)
— Unverified A new convergent variant of Q-learning with linear function approximation Dec 1, 2020 Q-Learning Reinforcement Learning (RL)
— Unverified A New Deep Neural Architecture Search Pipeline for Face Recognition May 12, 2020 AutoML Face Recognition
— Unverified A new dog learns old tricks: RL finds classic optimization algorithms May 1, 2019 Combinatorial Optimization reinforcement-learning
— Unverified A New Framework for Query Efficient Active Imitation Learning Dec 30, 2019 Imitation Learning Reinforcement Learning
— Unverified A New Interpretation of the Certainty-Equivalence Approach for PAC Reinforcement Learning with a Generative Model Jan 5, 2025 Reinforcement Learning (RL)
— Unverified A New Policy Iteration Algorithm For Reinforcement Learning in Zero-Sum Markov Games Mar 17, 2023 Model-based Reinforcement Learning Multi-agent Reinforcement Learning
— Unverified A new Potential-Based Reward Shaping for Reinforcement Learning Agent Feb 17, 2019 Atari Games reinforcement-learning
— Unverified A new Reinforcement Learning framework to discover natural flavor molecules Sep 13, 2022 reinforcement-learning Reinforcement Learning
— Unverified A New Representation of Successor Features for Transfer across Dissimilar Environments Jul 18, 2021 Gaussian Processes Reinforcement Learning (RL)
— Unverified A new soft computing method for integration of expert's knowledge in reinforcement learn-ing problems Jun 13, 2021 reinforcement-learning Reinforcement Learning
— Unverified A New Tensioning Method using Deep Reinforcement Learning for Surgical Pattern Cutting Jan 10, 2019 Deep Reinforcement Learning reinforcement-learning
— Unverified An Examination of Preference-based Reinforcement Learning for Treatment Recommendation Jan 1, 2021 reinforcement-learning Reinforcement Learning
— Unverified An Experimental Comparison Between Temporal Difference and Residual Gradient with Neural Network Approximation May 25, 2022 Q-Learning reinforcement-learning
— Unverified An Experimental Design Perspective on Exploration in Reinforcement Learning Sep 29, 2021 continuous-control Continuous Control
— Unverified An Exponential Lower Bound for Linearly-Realizable MDPs with Constant Suboptimality Gap Mar 23, 2021 reinforcement-learning Reinforcement Learning
— Unverified An Exponential Lower Bound for Linearly Realizable MDP with Constant Suboptimality Gap May 21, 2021 reinforcement-learning Reinforcement Learning (RL)
— Unverified An Extensible Interactive Interface for Agent Design Jun 6, 2019 Deep Reinforcement Learning Reinforcement Learning
— Unverified An FPGA-Based On-Device Reinforcement Learning Approach using Online Sequential Learning May 10, 2020 L2 Regularization OpenAI Gym
— Unverified An Improved Convergence Analysis of Stochastic Variance-Reduced Policy Gradient May 29, 2019 reinforcement-learning Reinforcement Learning
— Unverified An Improved Reinforcement Learning Algorithm for Learning to Branch Jan 17, 2022 Combinatorial Optimization Imitation Learning
— Unverified An Improved Reinforcement Learning Model Based on Sentiment Analysis Nov 19, 2021 reinforcement-learning Reinforcement Learning
— Unverified Satisficing Paths and Independent Multi-Agent Reinforcement Learning in Stochastic Games Oct 9, 2021 Multi-agent Reinforcement Learning reinforcement-learning
— Unverified An Independent Study of Reinforcement Learning and Autonomous Driving Aug 20, 2021 Autonomous Driving OpenAI Gym
— Unverified An In-depth Summary of Recent Artificial Intelligence Applications in Drug Design Oct 10, 2021 Drug Design Generative Adversarial Network
— Unverified An Inductive Synthesis Framework for Verifiable Reinforcement Learning Jul 16, 2019 BIG-bench Machine Learning reinforcement-learning
— Unverified An Information-Theoretic Analysis of Bayesian Reinforcement Learning Jul 18, 2022 reinforcement-learning Reinforcement Learning
— Unverified An Information Theoretic Approach to Interaction-Grounded Learning Jan 10, 2024 Decoder reinforcement-learning
— Unverified An Information-Theoretic Optimality Principle for Deep Reinforcement Learning Aug 6, 2017 Deep Reinforcement Learning reinforcement-learning
— Unverified An Information-Theoretic Perspective on Credit Assignment in Reinforcement Learning Mar 10, 2021 reinforcement-learning Reinforcement Learning
— Unverified An information-theoretic perspective on intrinsic motivation in reinforcement learning: a survey Sep 19, 2022 reinforcement-learning Reinforcement Learning (RL)
— Unverified An initial attempt of combining visual selective attention with deep reinforcement learning Nov 11, 2018 Atari Games Deep Reinforcement Learning
— Unverified An intelligent algorithmic trading based on a risk-return reinforcement learning algorithm Aug 23, 2022 Algorithmic Trading Deep Reinforcement Learning
— Unverified An Intelligent Control Strategy for buck DC-DC Converter via Deep Reinforcement Learning Aug 11, 2020 Deep Reinforcement Learning reinforcement-learning
— Unverified An Intelligent End-to-End Neural Architecture Search Framework for Electricity Forecasting Model Development Mar 25, 2022 Neural Architecture Search Reinforcement Learning (RL)
— Unverified An Intelligent Energy Management Framework for Hybrid-Electric Propulsion Systems Using Deep Reinforcement Learning Jul 31, 2021 Deep Reinforcement Learning energy management
— Unverified An Introduction to Multi-Agent Reinforcement Learning and Review of its Application to Autonomous Mobility Mar 15, 2022 Autonomous Vehicles Multi-agent Reinforcement Learning
— Unverified An Introduction to Quantum Reinforcement Learning (QRL) Sep 9, 2024 Decision Making reinforcement-learning
— Unverified Introduction to Reinforcement Learning Aug 13, 2024 reinforcement-learning Reinforcement Learning
— Unverified An introduction to reinforcement learning for neuroscience Nov 13, 2023 Deep Reinforcement Learning Distributional Reinforcement Learning
— Unverified An Investigation into Pre-Training Object-Centric Representations for Reinforcement Learning Feb 9, 2023 Object Optical Character Recognition (OCR)
— Unverified 