Energy-Based Continuous Inverse Optimal Control Apr 10, 2019 Autonomous Driving continuous-control
— Unverified 00 Stochastic Variance Reduction for Policy Gradient Estimation Oct 17, 2017 continuous-control Continuous Control
— Unverified 00 Least-Squares Temporal Difference Learning for the Linear Quadratic Regulator Dec 22, 2017 continuous-control Continuous Control
— Unverified 00 Strategically-timed State-Observation Attacks on Deep Reinforcement Learning Agents Jun 18, 2021 Adversarial Attack continuous-control
— Unverified 00 Lifelong Learning of Factored Policies via Policy Gradients Jun 12, 2020 continuous-control Continuous Control
— Unverified 00 Linear Representation Meta-Reinforcement Learning for Instant Adaptation Jan 12, 2021 continuous-control Continuous Control
— Unverified 00 Strategy Discovery and Mixture in Lifelong Learning from Heterogeneous Demonstration Feb 14, 2022 continuous-control Continuous Control
— Unverified 00 Structured Neural Network Dynamics for Model-based Control Aug 3, 2018 continuous-control Continuous Control
— Unverified 00 AMBER: Adaptive Multi-Batch Experience Replay for Continuous Action Control Oct 12, 2017 continuous-control Continuous Control
— Unverified 00 Success at any cost: value constrained model-free continuous control Sep 27, 2018 continuous-control Continuous Control
— Unverified 00 Locally Constrained Representations in Reinforcement Learning Sep 20, 2022 continuous-control Continuous Control
— Unverified 00 Supervised Fine Tuning on Curated Data is Reinforcement Learning (and can be improved) Jul 17, 2025 continuous-control Continuous Control
— Unverified 00 Local Search for Policy Iteration in Continuous Control Oct 12, 2020 continuous-control Continuous Control
— Unverified 00 Logarithmic Regret for Nonlinear Control Jan 17, 2025 continuous-control Continuous Control
— Unverified 00 Surprise-Based Intrinsic Motivation for Deep Reinforcement Learning Mar 6, 2017 continuous-control Continuous Control
— Unverified 00 Long N-step Surrogate Stage Reward to Reduce Variances of Deep Reinforcement Learning in Complex Problems Oct 10, 2022 continuous-control Continuous Control
— Unverified 00 Low-Precision Reinforcement Learning: Running Soft Actor-Critic in Half Precision Feb 26, 2021 continuous-control Continuous Control
— Unverified 00 Composing Complex Skills by Learning Transition Policies with Proximity Reward Induction May 1, 2019 continuous-control Continuous Control
— Unverified 00 Surrogate Fitness Metrics for Interpretable Reinforcement Learning Apr 20, 2025 continuous-control Continuous Control
— Unverified 00 MAESTRO: Open-Ended Environment Design for Multi-Agent Reinforcement Learning Mar 6, 2023 continuous-control Continuous Control
— Unverified 00 Managing Temporal Resolution in Continuous Value Estimation: A Fundamental Trade-off Dec 17, 2022 continuous-control Continuous Control
— Unverified 00 Visual tracking brain computer interface Nov 21, 2023 Brain Computer Interface continuous-control
— Unverified 00 Compatible Natural Gradient Policy Search Feb 7, 2019 continuous-control Continuous Control
— Unverified 00 Marginalized State Distribution Entropy Regularization in Policy Optimization Dec 11, 2019 continuous-control Continuous Control
— Unverified 00 Switched-Actuator Systems with Setup Times: Efficient Modeling, MPC, and Application to Hyperthermia Therapy Sep 27, 2022 continuous-control Continuous Control
— Unverified 00 Markov Chain Monte Carlo Policy Optimization Jan 4, 2021 continuous-control Continuous Control
— Unverified 00 Masked Generative Priors Improve World Models Sequence Modelling Capabilities Oct 10, 2024 continuous-control Continuous Control
— Unverified 00 Comparing Deep Reinforcement Learning and Evolutionary Methods in Continuous Control Nov 30, 2017 continuous-control Continuous Control
— Unverified 00 Massively Scaling Explicit Policy-conditioned Value Functions Feb 17, 2025 continuous-control Continuous Control
— Unverified 00 Improving Reinforcement Learning Efficiency with Auxiliary Tasks in Non-Visual Environments: A Comparison Oct 6, 2023 Continuous Control reinforcement-learning
— Unverified 00 Reward Tweaking: Maximizing the Total Reward While Planning for Short Horizons Feb 9, 2020 continuous-control Continuous Control
— Unverified 00 Compactly Restrictable Metric Policy Optimization Problems Jul 12, 2022 continuous-control Continuous Control
— Unverified 00 Maximum Entropy Reinforcement Learning with Mixture Policies Mar 18, 2021 continuous-control Continuous Control
— Unverified 00 Max-Plus Matching Pursuit for Deterministic Markov Decision Processes Jun 20, 2019 continuous-control Continuous Control
— Unverified 00 Symmetric Q-learning: Reducing Skewness of Bellman Error in Online Reinforcement Learning Mar 12, 2024 continuous-control Continuous Control
— Unverified 00 Mean-Semivariance Policy Optimization via Risk-Averse Reinforcement Learning Jun 15, 2022 Autonomous Driving continuous-control
— Unverified 00 Measuring Progress in Deep Reinforcement Learning Sample Efficiency Feb 9, 2021 Atari Games continuous-control
— Unverified 00 CoMic: Co-Training and Mimicry for Reusable Skills Jan 1, 2020 continuous-control Continuous Control
— Unverified 00 You Only Live Once: Single-Life Reinforcement Learning Oct 17, 2022 continuous-control Continuous Control
— Unverified 00 Memory Sequence Length of Data Sampling Impacts the Adaptation of Meta-Reinforcement Learning Agents Jun 18, 2024 continuous-control Continuous Control
— Unverified 00 MESA: Offline Meta-RL for Safe Adaptation and Fault Tolerance Dec 7, 2021 continuous-control Continuous Control
— Unverified 00 Meta Attention For Off-Policy Actor-Critic Sep 29, 2021 continuous-control Continuous Control
— Unverified 00 All-Action Policy Gradient Methods: A Numerical Integration Approach Oct 21, 2019 All continuous-control
— Unverified 00 Taming an autonomous surface vehicle for path following and collision avoidance using deep reinforcement learning Dec 18, 2019 Collision Avoidance continuous-control
— Unverified 00 Meta-Learning for Multi-objective Reinforcement Learning Nov 8, 2018 Computational Efficiency continuous-control
— Unverified 00 Meta-Model-Based Meta-Policy Optimization Jun 4, 2020 continuous-control Continuous Control
— Unverified 00 Aggressive Q-Learning with Ensembles: Achieving Both High Sample Efficiency and High Asymptotic Performance Nov 17, 2021 continuous-control Continuous Control
— Unverified 00 Walk the Random Walk: Learning to Discover and Reach Goals Without Supervision Jun 23, 2022 continuous-control Continuous Control
— Unverified 00 Meta Reinforcement Learning with Successor Feature Based Context Jul 29, 2022 continuous-control Continuous Control
— Unverified 00 A Game Theoretic Perspective on Model-Based Reinforcement Learning Jan 1, 2020 continuous-control Continuous Control
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