| VUSFA:Variational Universal Successor Features Approximator to Improve Transfer DRL for Target Driven Visual Navigation | Aug 18, 2019 | reinforcement-learningReinforcement Learning | CodeCode Available | 1 |
| Transfer Reinforcement Learning for Differing Action Spaces via Q-Network Representations | Feb 5, 2022 | Acrobotreinforcement-learning | CodeCode Available | 1 |
| AdaRL: What, Where, and How to Adapt in Transfer Reinforcement Learning | Jul 6, 2021 | Atari Gamesreinforcement-learning | CodeCode Available | 1 |
| Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation | Feb 10, 2021 | Autonomous DrivingDeep Reinforcement Learning | CodeCode Available | 1 |
| Beam Selection in ISAC using Contextual Bandit with Multi-modal Transformer and Transfer Learning | Mar 11, 2025 | Beam PredictionDeep Reinforcement Learning | —Unverified | 0 |
| How Does an Approximate Model Help in Reinforcement Learning? | Dec 6, 2019 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Efficient Multi-Task and Transfer Reinforcement Learning with Parameter-Compositional Framework | Jun 2, 2023 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Enabling Multi-Agent Transfer Reinforcement Learning via Scenario Independent Representation | Feb 13, 2024 | Multi-agent Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Federated Transfer Reinforcement Learning for Autonomous Driving | Oct 14, 2019 | Autonomous DrivingCollision Avoidance | —Unverified | 0 |
| Generalization in Transfer Learning | Sep 3, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| The Limits of Transfer Reinforcement Learning with Latent Low-rank Structure | Oct 28, 2024 | Reinforcement Learning (RL)Transfer Reinforcement Learning | —Unverified | 0 |
| Adaptive Energy Management for Real Driving Conditions via Transfer Reinforcement Learning | Jul 24, 2020 | energy managementManagement | —Unverified | 0 |
| An Overview of Machine Learning-Enabled Optimization for Reconfigurable Intelligent Surfaces-Aided 6G Networks: From Reinforcement Learning to Large Language Models | May 9, 2024 | Hierarchical Reinforcement LearningManagement | —Unverified | 0 |
| Bayesian Transfer Reinforcement Learning with Prior Knowledge Rules | Sep 30, 2018 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Provably Sample-Efficient RL with Side Information about Latent Dynamics | May 27, 2022 | reinforcement-learningReinforcement Learning (RL) | —Unverified | 0 |
| Reinforcement Learning in the Wild with Maximum Likelihood-based Model Transfer | Feb 18, 2023 | reinforcement-learningReinforcement Learning (RL) | —Unverified | 0 |
| SF-DQN: Provable Knowledge Transfer using Successor Feature for Deep Reinforcement Learning | May 24, 2024 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Transfer from Multiple MDPs | Dec 1, 2011 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Transfer Reinforcement Learning in Heterogeneous Action Spaces using Subgoal Mapping | Oct 18, 2024 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Transfer Reinforcement Learning under Unobserved Contextual Information | Mar 9, 2020 | Motion PlanningQ-Learning | —Unverified | 0 |
| Universal Successor Features for Transfer Reinforcement Learning | Jan 5, 2020 | MuJoCoreinforcement-learning | —Unverified | 0 |
| Universal Successor Representations for Transfer Reinforcement Learning | Apr 11, 2018 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Value Explicit Pretraining for Learning Transferable Representations | Dec 19, 2023 | Transfer LearningTransfer Reinforcement Learning | —Unverified | 0 |
| VPE: Variational Policy Embedding for Transfer Reinforcement Learning | Sep 10, 2018 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Learn Dynamic-Aware State Embedding for Transfer Learning | Jan 6, 2021 | Transfer LearningTransfer Reinforcement Learning | —Unverified | 0 |
| Learning from Peers: Deep Transfer Reinforcement Learning for Joint Radio and Cache Resource Allocation in 5G RAN Slicing | Sep 16, 2021 | FairnessManagement | —Unverified | 0 |
| Learning without Knowing: Unobserved Context in Continuous Transfer Reinforcement Learning | Jun 7, 2021 | Autonomous DrivingImitation Learning | —Unverified | 0 |
| Modular Transfer Learning with Transition Mismatch Compensation for Excessive Disturbance Rejection | Jul 29, 2020 | Transfer LearningTransfer Reinforcement Learning | —Unverified | 0 |
| Personalizing a Dialogue System with Transfer Reinforcement Learning | Oct 10, 2016 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Pessimism Principle Can Be Effective: Towards a Framework for Zero-Shot Transfer Reinforcement Learning | May 24, 2025 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Procedural Content Generation: Better Benchmarks for Transfer Reinforcement Learning | May 31, 2021 | BenchmarkingDeep Learning | —Unverified | 0 |
| gym-gazebo2, a toolkit for reinforcement learning using ROS 2 and Gazebo | Mar 14, 2019 | BenchmarkingOpenAI Gym | CodeCode Available | 0 |
| Hardware Conditioned Policies for Multi-Robot Transfer Learning | Nov 24, 2018 | Deep Reinforcement LearningIndustrial Robots | CodeCode Available | 0 |
| Hybrid Transfer Reinforcement Learning: Provable Sample Efficiency from Shifted-Dynamics Data | Nov 6, 2024 | Reinforcement Learning (RL)Transfer Reinforcement Learning | CodeCode Available | 0 |
| Action Priors for Large Action Spaces in Robotics | Jan 11, 2021 | reinforcement-learningReinforcement Learning (RL) | CodeCode Available | 0 |
| Actor-Mimic: Deep Multitask and Transfer Reinforcement Learning | Nov 19, 2015 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep Transfer Reinforcement Learning for Text Summarization | Oct 15, 2018 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 |
| Scalable Multiagent Driving Policies For Reducing Traffic Congestion | Feb 26, 2021 | Transfer LearningTransfer Reinforcement Learning | CodeCode Available | 0 |
| MULTIPOLAR: Multi-Source Policy Aggregation for Transfer Reinforcement Learning between Diverse Environmental Dynamics | Sep 28, 2019 | Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 0 |
| Universal Planning Networks | Apr 2, 2018 | Imitation LearningReinforcement Learning | CodeCode Available | 0 |
| Shapechanger: Environments for Transfer Learning | Sep 15, 2017 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 |
