Virtual Replay Cache Dec 6, 2021 Atari Games Deep Reinforcement Learning
Code Code Available Virtual-Taobao: Virtualizing Real-world Online Retail Environment for Reinforcement Learning May 25, 2018 Imitation Learning reinforcement-learning
Code Code Available Model-Free Episodic Control Jun 14, 2016 Decision Making Deep Reinforcement Learning
Code Code Available Exploration Policies for On-the-Fly Controller Synthesis: A Reinforcement Learning Approach Oct 7, 2022 Blocking reinforcement-learning
Code Code Available Suphx: Mastering Mahjong with Deep Reinforcement Learning Mar 30, 2020 Deep Reinforcement Learning reinforcement-learning
Code Code Available Neural Improvement Heuristics for Graph Combinatorial Optimization Problems Jun 1, 2022 Combinatorial Optimization Graph Neural Network
Code Code Available Efficient Parallel Reinforcement Learning Framework using the Reactor Model Dec 7, 2023 OpenAI Gym Q-Learning
Code Code Available Scaling Laws for a Multi-Agent Reinforcement Learning Model Sep 29, 2022 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Towards Better Interpretability in Deep Q-Networks Sep 15, 2018 Deep Reinforcement Learning Q-Learning
Code Code Available Neural Episodic Control Mar 6, 2017 Deep Reinforcement Learning reinforcement-learning
Code Code Available Optimizing Differentiable Relaxations of Coreference Evaluation Metrics Apr 14, 2017 Imitation Learning reinforcement-learning
Code Code Available Surprise-Adaptive Intrinsic Motivation for Unsupervised Reinforcement Learning May 27, 2024 reinforcement-learning Reinforcement Learning
Code Code Available Query Focused Multi-document Summarisation of Biomedical Texts: Macquarie Universiy and the Australian National University at BioASQ8b Aug 27, 2020 regression reinforcement-learning
Code Code Available MinAtar: An Atari-Inspired Testbed for Thorough and Reproducible Reinforcement Learning Experiments Mar 7, 2019 Atari Games reinforcement-learning
Code Code Available Query Focused Multi-document Summarisation of Biomedical Texts Aug 27, 2020 regression reinforcement-learning
Code Code Available Surprising Negative Results for Generative Adversarial Tree Search Jun 15, 2018 Atari Games Deep Reinforcement Learning
Code Code Available Towards biologically plausible Dreaming and Planning in recurrent spiking networks May 20, 2022 Autonomous Driving Model-based Reinforcement Learning
Code Code Available Virtual to Real Reinforcement Learning for Autonomous Driving Apr 13, 2017 Autonomous Driving Domain Adaptation
Code Code Available Optimized Recommender Systems with Deep Reinforcement Learning Oct 6, 2021 Deep Reinforcement Learning Recommendation Systems
Code Code Available Budgeted Reinforcement Learning in Continuous State Space Mar 3, 2019 Autonomous Driving Deep Reinforcement Learning
Code Code Available Using reinforcement learning to find an optimal set of features Dec 1, 2013 feature selection reinforcement-learning
Code Code Available Optimization-Based Algebraic Multigrid Coarsening Using Reinforcement Learning Jun 3, 2021 reinforcement-learning Reinforcement Learning
Code Code Available Surveillance Evasion Through Bayesian Reinforcement Learning Sep 30, 2021 regression reinforcement-learning
Code Code Available Towards Closing the Sim-to-Real Gap in Collaborative Multi-Robot Deep Reinforcement Learning Aug 18, 2020 Deep Reinforcement Learning Multi-agent Reinforcement Learning
Code Code Available Memory-Efficient Episodic Control Reinforcement Learning with Dynamic Online k-means Nov 21, 2019 Atari Games Clustering
Code Code Available Using reinforcement learning to improve drone-based inference of greenhouse gas fluxes Jan 8, 2024 Reinforcement Learning (RL)
Code Code Available Using reinforcement learning to learn how to play text-based games Jan 6, 2018 reinforcement-learning Reinforcement Learning
Code Code Available Motion Planning Among Dynamic, Decision-Making Agents with Deep Reinforcement Learning May 4, 2018 Collision Avoidance Decision Making
Code Code Available Mo' States Mo' Problems: Emergency Stop Mechanisms from Observation Dec 3, 2019 reinforcement-learning Reinforcement Learning
Code Code Available Scheduled Policy Optimization for Natural Language Communication with Intelligent Agents Jun 16, 2018 Efficient Exploration reinforcement-learning
Code Code Available MASAI: Multi-agent Summative Assessment Improvement for Unsupervised Environment Design Jun 13, 2021 Heuristic Search reinforcement-learning
Code Code Available Visceral Machines: Risk-Aversion in Reinforcement Learning with Intrinsic Physiological Rewards May 25, 2018 Navigate reinforcement-learning
Code Code Available Query-based Targeted Action-Space Adversarial Policies on Deep Reinforcement Learning Agents Nov 13, 2020 Deep Reinforcement Learning reinforcement-learning
Code Code Available Marvel: Accelerating Safe Online Reinforcement Learning with Finetuned Offline Policy Dec 5, 2024 reinforcement-learning Reinforcement Learning
Code Code Available Using Reward Machines for High-Level Task Specification and Decomposition in Reinforcement Learning Jul 1, 2018 Hierarchical Reinforcement Learning Q-Learning
Code Code Available Mildly Constrained Evaluation Policy for Offline Reinforcement Learning Jun 6, 2023 D4RL MuJoCo
Code Code Available Optimistic Posterior Sampling for Reinforcement Learning with Few Samples and Tight Guarantees Sep 28, 2022 reinforcement-learning Reinforcement Learning
Code Code Available Quantum reinforcement learning Oct 21, 2008 reinforcement-learning Reinforcement Learning
Code Code Available Optimistic Linear Support and Successor Features as a Basis for Optimal Policy Transfer Jun 22, 2022 Reinforcement Learning (RL) Transfer Learning
Code Code Available Neural Architecture Search with Reinforcement Learning Nov 5, 2016 Image Classification Language Modeling
Code Code Available MOSEAC: Streamlined Variable Time Step Reinforcement Learning Jun 3, 2024 reinforcement-learning Reinforcement Learning
Code Code Available SVRG for Policy Evaluation with Fewer Gradient Evaluations Jun 9, 2019 Reinforcement Learning Reinforcement Learning (RL)
Code Code Available Optimistic Distributionally Robust Policy Optimization Jun 14, 2020 reinforcement-learning Reinforcement Learning (RL)
Code Code Available Model-free and Bayesian Ensembling Model-based Deep Reinforcement Learning for Particle Accelerator Control Demonstrated on the FERMI FEL Dec 17, 2020 Deep Reinforcement Learning model
Code Code Available Quantum Deep Reinforcement Learning for Robot Navigation Tasks Feb 24, 2022 BIG-bench Machine Learning Deep Reinforcement Learning
Code Code Available ScrofaZero: Mastering Trick-taking Poker Game Gongzhu by Deep Reinforcement Learning Feb 15, 2021 Bayesian Inference Deep Reinforcement Learning
Code Code Available Scrutinize What We Ignore: Reining In Task Representation Shift Of Context-Based Offline Meta Reinforcement Learning May 20, 2024 Meta-Learning Meta Reinforcement Learning
Code Code Available Using State Predictions for Value Regularization in Curiosity Driven Deep Reinforcement Learning Sep 30, 2018 Deep Reinforcement Learning reinforcement-learning
Code Code Available Optimistic Critic Reconstruction and Constrained Fine-Tuning for General Offline-to-Online RL Dec 25, 2024 Offline RL Reinforcement Learning (RL)
Code Code Available Machine Teaching for Inverse Reinforcement Learning: Algorithms and Applications May 20, 2018 Decision Making reinforcement-learning
Code Code Available 