mklissa / dceo
Learning diverse options through the Laplacian representation.
☆23Updated last year
Alternatives and similar repositories for dceo:
Users that are interested in dceo are comparing it to the libraries listed below
- Dual optimization to learn laplacian eigenpairs in arbitrary spaces☆13Updated 4 months ago
- SkillHack: A Benchmark for Skill Transfer in Open-Ended Reinforcement Learning☆14Updated 2 years ago
- Learning to Modulate pre-trained Models in RL (Decision Transformer, LoRA, Fine-tuning)☆56Updated 7 months ago
- Code for "Unsupervised Zero-Shot RL via Functional Reward Representations"☆55Updated last year
- Official codebase for "The Generalization Gap in Offline Reinforcement Learning" accepted to ICLR 2024☆28Updated 8 months ago
- METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)☆68Updated last year
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆100Updated 11 months ago
- ☆18Updated 3 months ago
- ☆31Updated last year
- [ICLR 2024] Closing the Gap between TD Learning and Supervised Learning - A Generalisation Point of View.☆23Updated last year
- Accompanying Code for "Flipping Coins to Estimate Pseudocounts for Exploration in Reinforcement Learning", ICML 2023☆19Updated last year
- Synthetic Experience Replay☆92Updated 11 months ago
- Unified Implementations of Offline Reinforcement Learning Algorithms☆64Updated last week
- Skeleton for scalable and flexible Jax RL implementations☆80Updated last year
- Code for "SimbaV2: Hyperspherical Normalization for Scalable Deep Reinforcement Learning"☆44Updated last week
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆82Updated 5 months ago
- ☆31Updated 2 years ago
- Scalable Opponent Shaping Experiments in JAX☆24Updated last year
- Conservative Q learning in Jax☆53Updated 2 years ago
- Foundation Policies with Hilbert Representations (ICML 2024)☆84Updated last year
- ExORL: Exploratory Data for Offline Reinforcement Learning☆113Updated 3 years ago
- ☆77Updated last month
- Official Implementation of "Can Learned Optimization Make Reinforcement Learning Less Difficult"☆22Updated 2 weeks ago
- Codebase for "Uni[MASK]: Unified Inference in Sequential Decision Problems"☆55Updated 10 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
- ☆44Updated last year
- POPGym Library in JAX☆11Updated last year
- Mitigating Partial Observability in Sequential Decision Processes via the Lambda Discrepancy☆17Updated 6 months ago
- Controllability-Aware Unsupervised Skill Discovery (ICML 2023)☆26Updated last year
- ☆42Updated 2 years ago