POPO: Pessimistic Offline Policy Optimization Dec 26, 2020 Offline RL Q-Learning
Code Code Available Off-Policy Deep Reinforcement Learning with Analogous Disentangled Exploration Feb 25, 2020 continuous-control Continuous Control
Code Code Available The Dreaming Variational Autoencoder for Reinforcement Learning Environments Oct 2, 2018 Management reinforcement-learning
Code Code Available Modular Deep Reinforcement Learning with Temporal Logic Specifications Sep 23, 2019 Deep Reinforcement Learning reinforcement-learning
Code Code Available Off-Policy Correction For Multi-Agent Reinforcement Learning Nov 22, 2021 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Meta-Reinforcement Learning by Tracking Task Non-stationarity May 18, 2021 Meta Reinforcement Learning reinforcement-learning
Code Code Available MCTS-GEB: Monte Carlo Tree Search is a Good E-graph Builder Mar 8, 2023 graph construction Reinforcement Learning (RL)
Code Code Available Pontryagin Optimal Control via Neural Networks Dec 30, 2022 Model-based Reinforcement Learning MuJoCo
Code Code Available The Effects of Memory Replay in Reinforcement Learning Oct 18, 2017 Deep Reinforcement Learning Q-Learning
Code Code Available Meta reinforcement learning as task inference May 15, 2019 continuous-control Continuous Control
Code Code Available Risk-sensitive control as inference with Rényi divergence Nov 4, 2024 Reinforcement Learning (RL) Variational Inference
Code Code Available POMDP inference and robust solution via deep reinforcement learning: An application to railway optimal maintenance Jul 16, 2023 Decision Making Deep Reinforcement Learning
Code Code Available Policy Teaching via Environment Poisoning: Training-time Adversarial Attacks against Reinforcement Learning Mar 28, 2020 reinforcement-learning Reinforcement Learning
Code Code Available Risk-sensitive Inverse Reinforcement Learning via Semi- and Non-Parametric Methods Nov 28, 2017 Decision Making reinforcement-learning
Code Code Available MazeBase: A Sandbox for Learning from Games Nov 23, 2015 Negation Reinforcement Learning
Code Code Available Policy Search with Rare Significant Events: Choosing the Right Partner to Cooperate with Mar 11, 2021 Evolutionary Algorithms reinforcement-learning
Code Code Available Reinforcement Learning in a Physics-Inspired Semi-Markov Environment Apr 15, 2020 reinforcement-learning Reinforcement Learning
Code Code Available Mitigating Off-Policy Bias in Actor-Critic Methods with One-Step Q-learning: A Novel Correction Approach Aug 1, 2022 continuous-control Continuous Control
Code Code Available Policy Poisoning in Batch Reinforcement Learning and Control Oct 13, 2019 reinforcement-learning Reinforcement Learning
Code Code Available Learning Socially Appropriate Robot Approaching Behavior Toward Groups using Deep Reinforcement Learning Oct 16, 2018 Deep Reinforcement Learning reinforcement-learning
Code Code Available Tracking Object Positions in Reinforcement Learning: A Metric for Keypoint Detection (extended version) Dec 1, 2023 Keypoint Detection Reinforcement Learning (RL)
Code Code Available Policy Mirror Descent with Lookahead Mar 21, 2024 Reinforcement Learning (RL)
Code Code Available Markov Abstractions for PAC Reinforcement Learning in Non-Markov Decision Processes Apr 29, 2022 reinforcement-learning Reinforcement Learning
Code Code Available Social learning spontaneously emerges by searching optimal heuristics with deep reinforcement learning Apr 26, 2022 Deep Reinforcement Learning reinforcement-learning
Code Code Available Socially Aware Motion Planning with Deep Reinforcement Learning Mar 26, 2017 Autonomous Navigation Deep Reinforcement Learning
Code Code Available RL^2: Fast Reinforcement Learning via Slow Reinforcement Learning Nov 9, 2016 Deep Reinforcement Learning reinforcement-learning
Code Code Available Universally Expressive Communication in Multi-Agent Reinforcement Learning Jun 14, 2022 Graph Learning Multi-agent Reinforcement Learning
Code Code Available Socially Intelligent Genetic Agents for the Emergence of Explicit Norms Aug 7, 2022 reinforcement-learning Reinforcement Learning (RL)
Code Code Available Reinforcement Learning Guided Multi-Objective Exam Paper Generation Mar 2, 2023 Knowledge Tracing Paper generation
Code Code Available Policy Learning Using Weak Supervision Oct 5, 2020 Reinforcement Learning (RL)
Code Code Available Universal Policies to Learn Them All Aug 24, 2019 All Multi-agent Reinforcement Learning
Code Code Available Reinforcement Learning Guided by Provable Normative Compliance Mar 30, 2022 reinforcement-learning Reinforcement Learning
Code Code Available Reinforcement Learning Generalization with Surprise Minimization Apr 26, 2020 Deep Reinforcement Learning reinforcement-learning
Code Code Available Tractable Reinforcement Learning of Signal Temporal Logic Objectives Jan 26, 2020 reinforcement-learning Reinforcement Learning
Code Code Available Universal Reinforcement Learning Algorithms: Survey and Experiments May 30, 2017 reinforcement-learning Reinforcement Learning
Code Code Available RL and Fingerprinting to Select Moving Target Defense Mechanisms for Zero-day Attacks in IoT Dec 30, 2022 CPU Reinforcement Learning (RL)
Code Code Available Muscle Excitation Estimation in Biomechanical Simulation Using NAF Reinforcement Learning Sep 17, 2018 Deep Reinforcement Learning Point Tracking
Code Code Available Policy Learning for Malaria Control Oct 20, 2019 Bayesian Optimization Decision Making
Code Code Available Policy Information Capacity: Information-Theoretic Measure for Task Complexity in Deep Reinforcement Learning Mar 23, 2021 continuous-control Continuous Control
Code Code Available Soft Actor-Critic for Discrete Action Settings Oct 16, 2019 Atari Games reinforcement-learning
Code Code Available Policy-GNN: Aggregation Optimization for Graph Neural Networks Jun 26, 2020 Deep Reinforcement Learning Node Classification
Code Code Available Soft Actor-Critic with Cross-Entropy Policy Optimization Dec 21, 2021 Reinforcement Learning (RL)
Code Code Available Combining Reconstruction and Contrastive Methods for Multimodal Representations in RL Feb 10, 2023 reinforcement-learning Reinforcement Learning (RL)
Code Code Available Universal Successor Features Approximators Dec 18, 2018 Navigate Reinforcement Learning
Code Code Available Market Making via Reinforcement Learning Apr 11, 2018 Position reinforcement-learning
Code Code Available RLCard: A Toolkit for Reinforcement Learning in Card Games Oct 10, 2019 Board Games Card Games
Code Code Available Lucid Dreaming for Experience Replay: Refreshing Past States with the Current Policy Sep 29, 2020 Atari Games Reinforcement Learning (RL)
Code Code Available Multi-View Reinforcement Learning Oct 18, 2019 Decision Making reinforcement-learning
Code Code Available Policy Distillation Nov 19, 2015 Deep Reinforcement Learning reinforcement-learning
Code Code Available Policy Continuation with Hindsight Inverse Dynamics Oct 30, 2019 Reinforcement Learning Reinforcement Learning (RL)
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