| Context-Based Soft Actor Critic for Environments with Non-stationary Dynamics | May 7, 2021 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Imitating from auxiliary imperfect demonstrations via Adversarial Density Weighted Regression | May 28, 2024 | Imitation LearningMuJoCo | CodeCode Available | 0 | 5 |
| Constrained Intrinsic Motivation for Reinforcement Learning | Jul 12, 2024 | MuJoCoreinforcement-learning | CodeCode Available | 0 | 5 |
| Asynchronous Episodic Deep Deterministic Policy Gradient: Towards Continuous Control in Computationally Complex Environments | Mar 3, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| LLMs for sensory-motor control: Combining in-context and iterative learning | Jun 5, 2025 | MuJoCo | CodeCode Available | 0 | 5 |
| Leveraging exploration in off-policy algorithms via normalizing flows | May 16, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Learning to Play Cup-and-Ball with Noisy Camera Observations | Jul 19, 2020 | MuJoCo | CodeCode Available | 0 | 5 |
| Learning Task Belief Similarity with Latent Dynamics for Meta-Reinforcement Learning | Jun 24, 2025 | Meta Reinforcement LearningMuJoCo | CodeCode Available | 0 | 5 |
| Learning What To Do by Simulating the Past | Apr 8, 2021 | MuJoCo | CodeCode Available | 0 | 5 |
| Live in the Moment: Learning Dynamics Model Adapted to Evolving Policy | Jul 25, 2022 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Online Reinforcement Learning in Non-Stationary Context-Driven Environments | Feb 4, 2023 | MuJoCoreinforcement-learning | CodeCode Available | 0 | 5 |
| Learning Goal Embeddings via Self-Play for Hierarchical Reinforcement Learning | Nov 22, 2018 | Hierarchical Reinforcement LearningMuJoCo | CodeCode Available | 0 | 5 |
| Handling Delay in Real-Time Reinforcement Learning | Mar 30, 2025 | MuJoCoreinforcement-learning | CodeCode Available | 0 | 5 |
| Learning Generalizable Skills from Offline Multi-Task Data for Multi-Agent Cooperation | Mar 27, 2025 | MuJoCoSMAC | CodeCode Available | 0 | 5 |
| Language as an Abstraction for Hierarchical Deep Reinforcement Learning | Jun 18, 2019 | Deep Reinforcement LearningInstruction Following | CodeCode Available | 0 | 5 |
| Learning Calibratable Policies using Programmatic Style-Consistency | Oct 2, 2019 | Imitation LearningMuJoCo | CodeCode Available | 0 | 5 |
| Learning non-Markovian Decision-Making from State-only Sequences | Jun 27, 2023 | Decision MakingImitation Learning | CodeCode Available | 0 | 5 |
| Action Robust Reinforcement Learning and Applications in Continuous Control | Jan 26, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Comparing the Efficacy of Fine-Tuning and Meta-Learning for Few-Shot Policy Imitation | Jun 23, 2023 | Few-Shot Image ClassificationFew-Shot Imitation Learning | CodeCode Available | 0 | 5 |
| Hard-Thresholding Meets Evolution Strategies in Reinforcement Learning | May 2, 2024 | Decision MakingMuJoCo | CodeCode Available | 0 | 5 |
| GO-DICE: Goal-Conditioned Option-Aware Offline Imitation Learning via Stationary Distribution Correction Estimation | Dec 17, 2023 | Imitation LearningMuJoCo | CodeCode Available | 0 | 5 |
| Imitation Learning from Purified Demonstrations | Oct 11, 2023 | Decision MakingImitation Learning | CodeCode Available | 0 | 5 |
| Is Mamba Compatible with Trajectory Optimization in Offline Reinforcement Learning? | May 20, 2024 | Atari GamesMamba | CodeCode Available | 0 | 5 |
| Heterogeneous Multi-Agent Reinforcement Learning via Mirror Descent Policy Optimization | Aug 13, 2023 | LEMMAMuJoCo | CodeCode Available | 0 | 5 |
| Human-guided Robot Behavior Learning: A GAN-assisted Preference-based Reinforcement Learning Approach | Oct 15, 2020 | Generative Adversarial NetworkMuJoCo | CodeCode Available | 0 | 5 |
