SonyResearch / simba
☆55Updated last month
Related projects ⓘ
Alternatives and complementary repositories for simba
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆76Updated last year
- [ICML 2023] Pre-train world model-based agents with different unsupervised strategies, fine-tune the agent's components selectively, and …☆33Updated 8 months ago
- METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)☆59Updated last year
- Foundation Policies with Hilbert Representations (ICML 2024)☆72Updated 7 months ago
- OGBench: Benchmarking Offline Goal-Conditioned RL☆81Updated 3 weeks ago
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆95Updated 5 months ago
- ☆21Updated last year
- Skeleton for scalable and flexible Jax RL implementations☆63Updated last year
- Official code release for "CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity"☆57Updated 5 months ago
- JAX reimplementation of the DeepMind paper "Genie: Generative Interactive Environments"☆39Updated 3 weeks ago
- Synthetic Experience Replay☆74Updated 5 months ago
- [ICLR 2023 Oral] The official implementation of SQL and EQL in "Offline RL with No OOD Actions: In-Sample Learning via Implicit Value Reg…☆44Updated last year
- Official codebase for "The Generalization Gap in Offline Reinforcement Learning" accepted to ICLR 2024☆29Updated 3 months ago
- Code for "Unsupervised Zero-Shot RL via Functional Reward Representations"☆52Updated 7 months ago
- Official repository for Paper "Offline Goal-Conditioned Reinforcement Learning via f-Advantage Regression" (NeurIPS 2022)☆35Updated last year
- Learning to Modulate pre-trained Models in RL (Decision Transformer, LoRA, Fine-tuning)☆52Updated last month
- DrM, a visual RL algorithm, minimizes the dormant ratio to guide exploration-exploitation trade-offs, achieving significant improvements …☆62Updated 5 months ago
- Controllability-Aware Unsupervised Skill Discovery (ICML 2023)☆23Updated last year
- Code for TRANSDREAMER: REINFORCEMENT LEARNING WITH TRANSFORMER WORLD MODELS☆22Updated last year
- Accompanying Code for "Flipping Coins to Estimate Pseudocounts for Exploration in Reinforcement Learning", ICML 2023☆18Updated 10 months ago
- Transformer-based World Models☆71Updated last year
- ☆47Updated last year
- Extreme Q-Learning: Max Entropy RL without Entropy☆80Updated last year
- official implementation for our paper Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning☆78Updated 3 months ago
- Code base for paper: Reparameterized Policy Learning for Multimodal Trajectory Optimization☆26Updated last year
- Public code for "Reinforcement Learning from Passive Data via Latent Intentions"☆85Updated last year
- Efficient seed-parallel implementation of "Breaking the Replay Ratio Barrier"☆21Updated last year
- [ICLR 2024] Closing the Gap between TD Learning and Supervised Learning - A Generalisation Point of View.☆21Updated 7 months ago
- Recall to Imagine, a model-based RL algorithm with superhuman memory. Oral (1.2%) @ ICLR 2024☆50Updated 5 months ago
- ☆69Updated 2 years ago