kwanyoungpark / LEQ
Code for Tackling Long-Horizon Tasks with Model-based Offline Reinforcement Learning
☆12Updated 3 months ago
Alternatives and similar repositories for LEQ
Users that are interested in LEQ are comparing it to the libraries listed below
Sorting:
- Official code for TLDR: Unsupervised Goal-Conditioned RL via Temporal Distance-Aware Representations☆31Updated 6 months ago
- Repository for "Quality-Diversity Actor-Critic: Learning High-Performing and Diverse Behaviors via Value and Successor Features Critics" …☆16Updated 10 months ago
- METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)☆68Updated last year
- Code for "Unsupervised Zero-Shot RL via Functional Reward Representations"☆55Updated last year
- Controllability-Aware Unsupervised Skill Discovery (ICML 2023)☆26Updated last year
- VC-FB and MC-FB algorithms from "Zero-Shot Reinforcement Learning from Low Quality Data" (NeurIPS 2024)☆15Updated 4 months ago
- Accelerating Research in Plasticity-Motivated Deep Reinforcement Learning.☆22Updated 2 weeks ago
- Official repository for paper "Versatile Offline Imitation from Observations and Examples via Regularized State-Occupancy Matching" (ICML…☆26Updated 2 years ago
- Guide Your Agent with Adaptive Multimodal Rewards (NeurIPS 2023 Accepted)☆33Updated last year
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆82Updated 5 months ago
- [ICML 2023] Pre-train world model-based agents with different unsupervised strategies, fine-tune the agent's components selectively, and …☆38Updated last year
- ☆32Updated last year
- Official codebase for "The Generalization Gap in Offline Reinforcement Learning" accepted to ICLR 2024☆28Updated 9 months ago
- ☆22Updated last year
- This code accompanies the paper "Leveraging Skills from Unlabeled Prior Data for Efficient Online Exploration."☆27Updated 6 months ago
- ☆43Updated 4 months ago
- Foundation Policies with Hilbert Representations (ICML 2024)☆85Updated last year
- Learning to Modulate pre-trained Models in RL (Decision Transformer, LoRA, Fine-tuning)☆56Updated 7 months ago
- ☆18Updated last year
- [ICLR 2023] Choreographer: a model-based agent that discovers and learns unsupervised skills in latent imagination, and it's able to effi…☆40Updated 10 months ago
- ☆17Updated last year
- PWM: Policy Learning with Large World Models☆46Updated 2 months ago
- Skeleton for scalable and flexible Jax RL implementations☆81Updated last year
- Code for "Planning Goals for Exploration", ICLR2023 Spotlight. An unsupervised RL agent for hard exploration tasks.☆77Updated last year
- Synthetic Experience Replay☆92Updated 11 months ago
- Code base for paper: Reparameterized Policy Learning for Multimodal Trajectory Optimization☆25Updated last year
- Official code for "Reward-Free Curricula for Training Robust World Models", ICLR 2024.☆27Updated last year
- This is code to accompany the paper "Accelerating Exploration with Unlabeled Prior Data".☆22Updated last year
- Temporally Correlated Episodic Reinforcement Learning, ICLR 24☆12Updated last year
- My Body Is A Cage☆40Updated 4 years ago