Learning-based Model Predictive Control for Safe Exploration and Reinforcement Learning Jun 27, 2019 Model Predictive Control reinforcement-learning
Code Code Available Efficient Information Diffusion in Time-Varying Graphs through Deep Reinforcement Learning Nov 27, 2020 Deep Reinforcement Learning Graph Embedding
Code Code Available Efficient Collaborative Multi-Agent Deep Reinforcement Learning for Large-Scale Fleet Management Feb 18, 2018 Deep Reinforcement Learning Management
Code Code Available Learning Where to Sample in Structured Prediction May 9, 2015 Prediction Reinforcement Learning (RL)
Code Code Available Carle's Game: An Open-Ended Challenge in Exploratory Machine Creativity Jul 13, 2021 Artificial Life GPU
Code Code Available Generalization in Reinforcement Learning with Selective Noise Injection and Information Bottleneck Oct 28, 2019 reinforcement-learning Reinforcement Learning
Code Code Available Generalization in Text-based Games via Hierarchical Reinforcement Learning Sep 21, 2021 Deep Reinforcement Learning Hierarchical Reinforcement Learning
Code Code Available Dealing with uncertainty: balancing exploration and exploitation in deep recurrent reinforcement learning Oct 12, 2023 Autonomous Driving reinforcement-learning
Code Code Available Generalization in Visual Reinforcement Learning with the Reward Sequence Distribution Feb 19, 2023 reinforcement-learning Reinforcement Learning
Code Code Available A Biologically Plausible Learning Rule for Deep Learning in the Brain Nov 5, 2018 Deep Learning image-classification
Code Code Available Decentralized Transformers with Centralized Aggregation are Sample-Efficient Multi-Agent World Models Jun 22, 2024 Reinforcement Learning (RL) SMAC
Code Code Available A Structured Prediction Approach for Generalization in Cooperative Multi-Agent Reinforcement Learning Oct 19, 2019 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Impartial Games: A Challenge for Reinforcement Learning May 25, 2022 Board Games Position
Code Code Available Efficient Model-Based Deep Reinforcement Learning with Variational State Tabulation Feb 12, 2018 Deep Reinforcement Learning reinforcement-learning
Code Code Available Generalization through Simulation: Integrating Simulated and Real Data into Deep Reinforcement Learning for Vision-Based Autonomous Flight Feb 11, 2019 Collision Avoidance Deep Reinforcement Learning
Code Code Available Learning to Optimize Variational Quantum Circuits to Solve Combinatorial Problems Nov 25, 2019 Combinatorial Optimization Density Estimation
Code Code Available Can maker-taker fees prevent algorithmic cooperation in market making? Nov 1, 2022 reinforcement-learning Reinforcement Learning (RL)
Code Code Available Decentralized Computation Offloading for Multi-User Mobile Edge Computing: A Deep Reinforcement Learning Approach Dec 16, 2018 Deep Reinforcement Learning Edge-computing
Code Code Available Generalization Tower Network: A Novel Deep Neural Network Architecture for Multi-Task Learning Oct 27, 2017 Atari Games Multi-Task Learning
Code Code Available Efficient Model-free Reinforcement Learning in Metric Spaces May 1, 2019 Q-Learning reinforcement-learning
Code Code Available Can Deep Reinforcement Learning Solve Erdos-Selfridge-Spencer Games? Nov 7, 2017 Deep Reinforcement Learning reinforcement-learning
Code Code Available Imperfect also Deserves Reward: Multi-Level and Sequential Reward Modeling for Better Dialog Management Apr 10, 2021 Management reinforcement-learning
Code Code Available Generalized Adaptive Transfer Network: Enhancing Transfer Learning in Reinforcement Learning Across Domains Jul 2, 2025 Atari Games Chatbot
Code Code Available Can ChatGPT Enable ITS? The Case of Mixed Traffic Control via Reinforcement Learning Jun 13, 2023 General Knowledge Management
Code Code Available Efficient Object Detection in Large Images using Deep Reinforcement Learning Dec 9, 2019 Deep Reinforcement Learning object-detection
Code Code Available Efficient Off-Policy Meta-Reinforcement Learning via Probabilistic Context Variables Mar 19, 2019 Deep Reinforcement Learning Efficient Exploration
Code Code Available A State-Distribution Matching Approach to Non-Episodic Reinforcement Learning May 11, 2022 continuous-control Continuous Control
Code Code Available Decaying Clipping Range in Proximal Policy Optimization Feb 20, 2021 reinforcement-learning Reinforcement Learning
Code Code Available DEAR: Disentangled Environment and Agent Representations for Reinforcement Learning without Reconstruction Jun 30, 2024 Reinforcement Learning (RL)
Code Code Available Can Agents Run Relay Race with Strangers? Generalization of RL to Out-of-Distribution Trajectories Apr 26, 2023 Reinforcement Learning (RL)
Code Code Available Assistive Teaching of Motor Control Tasks to Humans Nov 25, 2022 Reinforcement Learning (RL)
Code Code Available Efficient Parallel Methods for Deep Reinforcement Learning May 13, 2017 Deep Reinforcement Learning GPU
Code Code Available A Comparison of Reward Functions in Q-Learning Applied to a Cart Position Problem May 25, 2021 Position Q-Learning
Code Code Available Learning Bellman Complete Representations for Offline Policy Evaluation Jul 12, 2022 continuous-control Continuous Control
Code Code Available Agent-State Construction with Auxiliary Inputs Nov 15, 2022 Decision Making reinforcement-learning
Code Code Available Generalized Phase Pressure Control Enhanced Reinforcement Learning for Traffic Signal Control Mar 26, 2025 Reinforcement Learning (RL) Traffic Signal Control
Code Code Available Assessing the Potential of Classical Q-learning in General Game Playing Oct 14, 2018 Board Games Deep Reinforcement Learning
Code Code Available Generalized Population-Based Training for Hyperparameter Optimization in Reinforcement Learning Apr 12, 2024 Computational Efficiency Hyperparameter Optimization
Code Code Available AgentForge: A Flexible Low-Code Platform for Reinforcement Learning Agent Design Oct 25, 2024 Decision Making Reinforcement Learning (RL)
Code Code Available Dealing with Sparse Rewards in Reinforcement Learning Oct 21, 2019 Deep Reinforcement Learning reinforcement-learning
Code Code Available Efficient Probabilistic Performance Bounds for Inverse Reinforcement Learning Jul 3, 2017 reinforcement-learning Reinforcement Learning
Code Code Available DDxT: Deep Generative Transformer Models for Differential Diagnosis Dec 2, 2023 Reinforcement Learning (RL) Self-Supervised Learning
Code Code Available Assessing Generalization in Deep Reinforcement Learning Oct 29, 2018 Deep Reinforcement Learning Out-of-Distribution Generalization
Code Code Available Learning to Perceive in Deep Model-Free Reinforcement Learning Jan 10, 2023 Atari Games Hard Attention
Code Code Available Efficient reinforcement learning control for continuum robots based on Inexplicit Prior Knowledge Feb 26, 2020 reinforcement-learning Reinforcement Learning
Code Code Available Generalized Speedy Q-learning Nov 1, 2019 Q-Learning Reinforcement Learning
Code Code Available Can Agents Learn by Analogy? An Inferable Model for PAC Reinforcement Learning Dec 21, 2019 Model-based Reinforcement Learning reinforcement-learning
Code Code Available Calibrated Model-Based Deep Reinforcement Learning Jun 19, 2019 Deep Reinforcement Learning model
Code Code Available Efficient Reinforcement Learning for Jumping Monopods Sep 13, 2023 reinforcement-learning Reinforcement Learning
Code Code Available A Genetic Fuzzy System for Interpretable and Parsimonious Reinforcement Learning Policies May 17, 2023 reinforcement-learning Reinforcement Learning (RL)
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