Weakly Supervised Scene Text Detection using Deep Reinforcement Learning Jan 13, 2022 Deep Reinforcement Learning reinforcement-learning
Code Code Available Viewpoint Optimization for Autonomous Strawberry Harvesting with Deep Reinforcement Learning Mar 5, 2019 Deep Reinforcement Learning reinforcement-learning
Code Code Available Optimizing Warfarin Dosing using Deep Reinforcement Learning Feb 7, 2022 Deep Reinforcement Learning reinforcement-learning
Code Code Available When to Sense and Control? A Time-adaptive Approach for Continuous-Time RL Jun 3, 2024 Reinforcement Learning (RL)
Code Code Available Scalable agent alignment via reward modeling: a research direction Nov 19, 2018 Atari Games reinforcement-learning
Code Code Available UVIP: Model-Free Approach to Evaluate Reinforcement Learning Algorithms May 5, 2021 reinforcement-learning Reinforcement Learning
Code Code Available VIME: Variational Information Maximizing Exploration May 31, 2016 continuous-control Continuous Control
Code Code Available Multi-Agent Common Knowledge Reinforcement Learning Oct 27, 2018 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available RamseyRL: A Framework for Intelligent Ramsey Number Counterexample Searching Aug 23, 2023 Reinforcement Learning (RL)
Code Code Available VINE: An Open Source Interactive Data Visualization Tool for Neuroevolution May 3, 2018 Data Visualization Evolutionary Algorithms
Code Code Available MineRL: A Large-Scale Dataset of Minecraft Demonstrations Jul 29, 2019 Benchmarking Deep Reinforcement Learning
Code Code Available Scalable Coordinated Exploration in Concurrent Reinforcement Learning May 23, 2018 reinforcement-learning Reinforcement Learning
Code Code Available Successive Convex Approximation Based Off-Policy Optimization for Constrained Reinforcement Learning May 26, 2021 reinforcement-learning Reinforcement Learning (RL)
Code Code Available MAC-PO: Multi-Agent Experience Replay via Collective Priority Optimization Feb 21, 2023 Decision Making Multi-agent Reinforcement Learning
Code Code Available Successor Feature Landmarks for Long-Horizon Goal-Conditioned Reinforcement Learning Nov 18, 2021 Efficient Exploration reinforcement-learning
Code Code Available Weak Supervision for Fake News Detection via Reinforcement Learning Dec 28, 2019 Articles Fake News Detection
Code Code Available Towards a Reinforcement Learning Environment Toolbox for Intelligent Electric Motor Control Oct 21, 2019 Model Predictive Control OpenAI Gym
Code Code Available Scalable Evaluation of Online Facilitation Strategies via Synthetic Simulation of Discussions Mar 13, 2025 Reinforcement Learning (RL)
Code Code Available VIREL: A Variational Inference Framework for Reinforcement Learning Nov 3, 2018 reinforcement-learning Reinforcement Learning
Code Code Available Successor Options: An Option Discovery Framework for Reinforcement Learning May 14, 2019 Navigate reinforcement-learning
Code Code Available Using machine learning to inform harvest control rule design in complex fishery settings Dec 16, 2024 Bayesian Optimization Management
Code Code Available Successor Representation Active Inference Jul 20, 2022 Reinforcement Learning (RL)
Code Code Available Successor Uncertainties: Exploration and Uncertainty in Temporal Difference Learning Oct 15, 2018 Decision Making reinforcement-learning
Code Code Available RAIN: Reinforcement Algorithms for Improving Numerical Weather and Climate Models Aug 28, 2024 Reinforcement Learning (RL)
Code Code Available Meta-Gradient Reinforcement Learning May 24, 2018 Meta-Learning reinforcement-learning
Code Code Available Optimizing thermodynamic trajectories using evolutionary and gradient-based reinforcement learning Mar 20, 2019 reinforcement-learning Reinforcement Learning
Code Code Available Virtual Augmented Reality for Atari Reinforcement Learning Oct 12, 2023 Image Segmentation reinforcement-learning
Code Code Available RACCER: Towards Reachable and Certain Counterfactual Explanations for Reinforcement Learning Mar 8, 2023 counterfactual reinforcement-learning
Code Code Available Mastering the Game of Sungka from Random Play May 17, 2019 reinforcement-learning Reinforcement Learning
Code Code Available Towards Augmented Microscopy with Reinforcement Learning-Enhanced Workflows Aug 4, 2022 reinforcement-learning Reinforcement Learning
Code Code Available Optimizing the Neural Architecture of Reinforcement Learning Agents Nov 30, 2020 Atari Games Meta Reinforcement Learning
Code Code Available Multi-Agent Advisor Q-Learning Oct 26, 2021 Decision Making Multi-agent Reinforcement Learning
Code Code Available QVMix and QVMix-Max: Extending the Deep Quality-Value Family of Algorithms to Cooperative Multi-Agent Reinforcement Learning Dec 22, 2020 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Multi-Agent Adversarial Inverse Reinforcement Learning Jul 30, 2019 reinforcement-learning Reinforcement Learning
Code Code Available Q-Value Weighted Regression: Reinforcement Learning with Limited Data Feb 12, 2021 Atari Games continuous-control
Code Code Available Neural Keyphrase Generation via Reinforcement Learning with Adaptive Rewards Jun 10, 2019 Keyphrase Generation reinforcement-learning
Code Code Available Using Natural Language and Program Abstractions to Instill Human Inductive Biases in Machines May 23, 2022 Meta-Learning Meta Reinforcement Learning
Code Code Available Using Natural Language for Reward Shaping in Reinforcement Learning Mar 5, 2019 Atari Games Montezuma's Revenge
Code Code Available Super Reinforcement Bros: Playing Super Mario Bros with Reinforcement Learning Dec 14, 2020 Deep Reinforcement Learning reinforcement-learning
Code Code Available Using Offline Data to Speed Up Reinforcement Learning in Procedurally Generated Environments Apr 18, 2023 Imitation Learning Offline RL
Code Code Available Optimizing Power Grid Topologies with Reinforcement Learning: A Survey of Methods and Challenges Apr 11, 2025 Decision Making Reinforcement Learning (RL)
Code Code Available QUOTA: The Quantile Option Architecture for Reinforcement Learning Nov 5, 2018 Decision Making Distributional Reinforcement Learning
Code Code Available Optimizing Heat Alert Issuance with Reinforcement Learning Dec 21, 2023 Data Augmentation Decision Making
Code Code Available Two-step dynamic obstacle avoidance Nov 28, 2023 Navigate Reinforcement Learning (RL)
Code Code Available Massively Parallel Methods for Deep Reinforcement Learning Jul 15, 2015 Atari Games Deep Reinforcement Learning
Code Code Available Two steps to risk sensitivity Nov 12, 2021 Decision Making Distributional Reinforcement Learning
Code Code Available Supervised Learning-enhanced Multi-Group Actor Critic for Live Stream Allocation in Feed Nov 28, 2024 Recommendation Systems Reinforcement Learning (RL)
Code Code Available Queueing Network Controls via Deep Reinforcement Learning Jul 31, 2020 Deep Reinforcement Learning reinforcement-learning
Code Code Available SUPERVISED POLICY UPDATE May 1, 2019 Deep Reinforcement Learning MuJoCo
Code Code Available Supervised Policy Update for Deep Reinforcement Learning May 29, 2018 Deep Reinforcement Learning MuJoCo
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