Cross-View Policy Learning for Street Navigation Jun 13, 2019 Deep Reinforcement Learning Navigate
Code Code Available Learning State Representations from Random Deep Action-conditional Predictions Feb 9, 2021 Atari Games Reinforcement Learning (RL)
Code Code Available GLIB: Efficient Exploration for Relational Model-Based Reinforcement Learning via Goal-Literal Babbling Jan 22, 2020 Decision Making Efficient Exploration
Code Code Available A0C: Alpha Zero in Continuous Action Space May 24, 2018 Board Games reinforcement-learning
Code Code Available Learning State Representations via Retracing in Reinforcement Learning Nov 24, 2021 continuous-control Continuous Control
Code Code Available Energy-Efficient Parking Analytics System using Deep Reinforcement Learning Feb 15, 2022 Deep Reinforcement Learning reinforcement-learning
Code Code Available Energy-Efficient Thermal Comfort Control in Smart Buildings via Deep Reinforcement Learning Jan 15, 2019 Deep Reinforcement Learning reinforcement-learning
Code Code Available Global and Local Analysis of Interestingness for Competency-Aware Deep Reinforcement Learning Nov 11, 2022 Deep Reinforcement Learning reinforcement-learning
Code Code Available Cross-Trajectory Representation Learning for Zero-Shot Generalization in RL Jun 4, 2021 Reinforcement Learning (RL) Representation Learning
Code Code Available Crossmodal Attentive Skill Learner Nov 28, 2017 Atari Games CPU
Code Code Available A Scavenger Hunt for Service Robots Mar 9, 2021 Reinforcement Learning (RL)
Code Code Available Artificial Intelligence for Prosthetics - challenge solutions Feb 7, 2019 Deep Reinforcement Learning Imitation Learning
Code Code Available Cross-domain Random Pre-training with Prototypes for Reinforcement Learning Feb 11, 2023 reinforcement-learning Reinforcement Learning (RL)
Code Code Available Globally Optimal Hierarchical Reinforcement Learning for Linearly-Solvable Markov Decision Processes Jun 29, 2021 Hierarchical Reinforcement Learning reinforcement-learning
Code Code Available Learning Dynamic Context Augmentation for Global Entity Linking Sep 4, 2019 Entity Disambiguation Entity Linking
Code Code Available Blockwise Sequential Model Learning for Partially Observable Reinforcement Learning Dec 10, 2021 Partially Observable Reinforcement Learning reinforcement-learning
Code Code Available Blind Inpainting of Large-scale Masks of Thin Structures with Adversarial and Reinforcement Learning Dec 5, 2019 Reinforcement Learning Reinforcement Learning (RL)
Code Code Available CROP: Towards Distributional-Shift Robust Reinforcement Learning using Compact Reshaped Observation Processing Apr 26, 2023 Data Augmentation Diversity
Code Code Available Blackout Mitigation via Physics-guided RL Jan 17, 2024 Reinforcement Learning (RL)
Code Code Available Enforcing Almost-Sure Reachability in POMDPs Jun 30, 2020 Decision Making reinforcement-learning
Code Code Available Black-Box Data-efficient Policy Search for Robotics Mar 21, 2017 Continuous Control Reinforcement Learning
Code Code Available Bipedal Walking Robot using Deep Deterministic Policy Gradient Jul 16, 2018 BIG-bench Machine Learning Decision Making
Code Code Available Biologically Plausible Variational Policy Gradient with Spiking Recurrent Winner-Take-All Networks Oct 21, 2022 All Reinforcement Learning (RL)
Code Code Available CROP: Certifying Robust Policies for Reinforcement Learning through Functional Smoothing Jun 17, 2021 Atari Games Autonomous Vehicles
Code Code Available Is Deep Reinforcement Learning Really Superhuman on Atari? Leveling the playing field Aug 13, 2019 Atari Games Deep Reinforcement Learning
Code Code Available A Comparison of Reinforcement Learning Frameworks for Software Testing Tasks Aug 25, 2022 Deep Reinforcement Learning reinforcement-learning
Code Code Available BindsNET: A machine learning-oriented spiking neural networks library in Python Jun 4, 2018 BIG-bench Machine Learning CPU
Code Code Available Goal-conditioned Imitation Learning Jun 13, 2019 Imitation Learning Reinforcement Learning
Code Code Available Navigation Agents for the Visually Impaired: A Sidewalk Simulator and Experiments Oct 29, 2019 Navigate Reinforcement Learning
Code Code Available Improving Generalization on the ProcGen Benchmark with Simple Architectural Changes and Scale Oct 13, 2024 Deep Reinforcement Learning reinforcement-learning
Code Code Available Goal-Conditioned Q-Learning as Knowledge Distillation Aug 28, 2022 Knowledge Distillation Q-Learning
Code Code Available BiERL: A Meta Evolutionary Reinforcement Learning Framework via Bilevel Optimization Aug 1, 2023 Bilevel Optimization Diversity
Code Code Available Self-Attentional Credit Assignment for Transfer in Reinforcement Learning Jul 18, 2019 reinforcement-learning Reinforcement Learning
Code Code Available Is Feedback All You Need? Leveraging Natural Language Feedback in Goal-Conditioned Reinforcement Learning Dec 7, 2023 All Reinforcement Learning (RL)
Code Code Available Learning Structural Weight Uncertainty for Sequential Decision-Making Dec 30, 2017 Decision Making Multi-Armed Bandits
Code Code Available CRC-RL: A Novel Visual Feature Representation Architecture for Unsupervised Reinforcement Learning Jan 31, 2023 Decoder reinforcement-learning
Code Code Available An Empirical Evaluation of Posterior Sampling for Constrained Reinforcement Learning Sep 8, 2022 Efficient Exploration reinforcement-learning
Code Code Available Crawling in Rogue's dungeons with (partitioned) A3C Apr 23, 2018 reinforcement-learning Reinforcement Learning
Code Code Available Improving Image Captioning with Conditional Generative Adversarial Nets May 18, 2018 Decoder Image Captioning
Code Code Available Improving Information Extraction by Acquiring External Evidence with Reinforcement Learning Mar 25, 2016 reinforcement-learning Reinforcement Learning
Code Code Available 5G Routing Interfered Environment Mar 28, 2022 Deep Reinforcement Learning Reinforcement Learning (RL)
Code Code Available Enhancing Commentary Strategies for Imperfect Information Card Games: A Study of Large Language Models in Guandan Commentary Jun 23, 2024 Card Games Reinforcement Learning (RL)
Code Code Available Goal Exploration Augmentation via Pre-trained Skills for Sparse-Reward Long-Horizon Goal-Conditioned Reinforcement Learning Oct 28, 2022 reinforcement-learning Reinforcement Learning
Code Code Available Crafting desirable climate trajectories with RL explored socio-environmental simulations Oct 9, 2024 Decision Making Decision Making Under Uncertainty
Code Code Available BF++: a language for general-purpose program synthesis Jan 23, 2021 Decision Making OpenAI Gym
Code Code Available Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning Apr 10, 2018 Deep Reinforcement Learning Image Restoration
Code Code Available Crafting a Pogo Stick in Minecraft with Heuristic Search (Extended Abstract) Jun 1, 2024 Heuristic Search Minecraft
Code Code Available Course Recommender Systems Need to Consider the Job Market Apr 16, 2024 Recommendation Systems Reinforcement Learning (RL)
Code Code Available Countering Reward Over-optimization in LLM with Demonstration-Guided Reinforcement Learning Apr 30, 2024 Reinforcement Learning (RL) Text Generation
Code Code Available Adaptive Power System Emergency Control using Deep Reinforcement Learning Mar 9, 2019 Benchmarking Deep Reinforcement Learning
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