Overcoming Exploration: Deep Reinforcement Learning for Continuous Control in Cluttered Environments from Temporal Logic Specifications Jan 28, 2022 continuous-control Continuous Control
— Unverified 0Overcoming Model Bias for Robust Offline Deep Reinforcement Learning Aug 12, 2020 continuous-control Continuous Control
— Unverified 0Overcoming the Spectral Bias of Neural Value Approximation Jun 9, 2022 continuous-control Continuous Control
— Unverified 0PACER: A Fully Push-forward-based Distributional Reinforcement Learning Algorithm Jun 11, 2023 Continuous Control Distributional Reinforcement Learning
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— Unverified 0PBCS : Efficient Exploration and Exploitation Using a Synergy between Reinforcement Learning and Motion Planning Apr 24, 2020 continuous-control Continuous Control
— Unverified 0Photonic Quantum Policy Learning in OpenAI Gym Aug 29, 2021 BIG-bench Machine Learning continuous-control
— Unverified 0PlaNet of the Bayesians: Reconsidering and Improving Deep Planning Network by Incorporating Bayesian Inference Mar 1, 2020 Bayesian Inference continuous-control
— Unverified 0Planning and Control of Uncertain Cooperative Mobile Manipulator-Endowed Systems under Temporal-Logic Tasks Mar 2, 2023 continuous-control Continuous Control
— Unverified 0Planning to Go Out-of-Distribution in Offline-to-Online Reinforcement Learning Oct 9, 2023 continuous-control Continuous Control
— Unverified 0Planning with Exploration: Addressing Dynamics Bottleneck in Model-based Reinforcement Learning Oct 24, 2020 continuous-control Continuous Control
— Unverified 0Policy-labeled Preference Learning: Is Preference Enough for RLHF? May 6, 2025 continuous-control Continuous Control
— Unverified 0Policy Learning and Evaluation with Randomized Quasi-Monte Carlo Feb 16, 2022 continuous-control Continuous Control
— Unverified 0Policy Manifold Search: Exploring the Manifold Hypothesis for Diversity-based Neuroevolution Apr 27, 2021 continuous-control Continuous Control
— Unverified 0Policy Manifold Search for Improving Diversity-based Neuroevolution Dec 15, 2020 continuous-control Continuous Control
— Unverified 0Policy Optimization as Online Learning with Mediator Feedback Dec 15, 2020 continuous-control Continuous Control
— Unverified 0Policy Optimization In the Face of Uncertainty Sep 25, 2019 continuous-control Continuous Control
— Unverified 0Policy Optimization with Stochastic Mirror Descent Jun 25, 2019 Continuous Control Policy Gradient Methods
— Unverified 0Policy Prediction Network: Model-Free Behavior Policy with Model-Based Learning in Continuous Action Space Sep 15, 2019 continuous-control Continuous Control
— Unverified 0Policy Search by Target Distribution Learning for Continuous Control May 27, 2019 continuous-control Continuous Control
— Unverified 0Posterior Coreset Construction with Kernelized Stein Discrepancy for Model-Based Reinforcement Learning Jun 2, 2022 continuous-control Continuous Control
— Unverified 0PottsMGNet: A Mathematical Explanation of Encoder-Decoder Based Neural Networks Jul 18, 2023 continuous-control Continuous Control
— Unverified 0PPO-UE: Proximal Policy Optimization via Uncertainty-Aware Exploration Dec 13, 2022 continuous-control Continuous Control
— Unverified 0PreciseControl: Enhancing Text-To-Image Diffusion Models with Fine-Grained Attribute Control Jul 24, 2024 Attribute continuous-control
— Unverified 0Predicting Dense and Context-aware Cost Maps for Semantic Robot Navigation Oct 17, 2022 continuous-control Continuous Control
— Unverified 0Predicting Multiple Actions for Stochastic Continuous Control Jan 1, 2018 continuous-control Continuous Control
— Unverified 0A Strategy for Preparing Quantum Squeezed States Using Reinforcement Learning Jan 29, 2024 continuous-control Continuous Control
— Unverified 0Deep Exploration with PAC-Bayes Feb 5, 2024 continuous-control Continuous Control
— Unverified 0Probabilistic Curriculum Learning for Goal-Based Reinforcement Learning Apr 2, 2025 continuous-control Continuous Control
— Unverified 0Probabilistic Planning with Sequential Monte Carlo methods May 1, 2019 continuous-control Continuous Control
— Unverified 0Progressive Reinforcement Learning with Distillation for Multi-Skilled Motion Control Feb 13, 2018 continuous-control Continuous Control
— Unverified 0Promoting Coordination through Policy Regularization in Multi-Agent Deep Reinforcement Learning Aug 6, 2019 continuous-control Continuous Control
— Unverified 0Promoting Stochasticity for Expressive Policies via a Simple and Efficient Regularization Method Dec 1, 2020 continuous-control Continuous Control
— Unverified 0Provably Convergent Policy Optimization via Metric-aware Trust Region Methods Jun 25, 2023 continuous-control Continuous Control
— Unverified 0Provably Efficient Convergence of Primal-Dual Actor-Critic with Nonlinear Function Approximation Feb 28, 2022 continuous-control Continuous Control
— Unverified 0Provably Efficient Model-based Policy Adaptation Jun 14, 2020 continuous-control Continuous Control
— Unverified 0Proximal Deterministic Policy Gradient Aug 3, 2020 continuous-control Continuous Control
— Unverified 0Proximal Policy Optimization Smoothed Algorithm Dec 4, 2020 continuous-control Continuous Control
— Unverified 0Proximal Policy Optimization via Enhanced Exploration Efficiency Nov 11, 2020 continuous-control Continuous Control
— Unverified 0Proximal Policy Optimization with Continuous Bounded Action Space via the Beta Distribution Nov 3, 2021 continuous-control Continuous Control
— Unverified 0Proxy Target: Bridging the Gap Between Discrete Spiking Neural Networks and Continuous Control May 30, 2025 continuous-control Continuous Control
— Unverified 0Pulse Width Modulation Method Applied to Nonlinear Model Predictive Control on an Under-actuated Small Satellite Jan 21, 2024 continuous-control Continuous Control
— Unverified 0PWM: Policy Learning with Multi-Task World Models Jul 2, 2024 continuous-control Continuous Control
— Unverified 0QDax: A Library for Quality-Diversity and Population-based Algorithms with Hardware Acceleration Aug 7, 2023 continuous-control Continuous Control
— Unverified 0Diversity Policy Gradient for Sample Efficient Quality-Diversity Optimization Jun 15, 2020 continuous-control Continuous Control
— Unverified 0Q-Learning in enormous action spaces via amortized approximate maximization Jan 22, 2020 continuous-control Continuous Control
— Unverified 0QT-TDM: Planning With Transformer Dynamics Model and Autoregressive Q-Learning Jul 26, 2024 continuous-control Continuous Control
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