conglu1997 / v-d4rl
Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations
☆95Updated 5 months ago
Related projects ⓘ
Alternatives and complementary repositories for v-d4rl
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆76Updated last year
- OGBench: Benchmarking Offline Goal-Conditioned RL☆79Updated 3 weeks ago
- ExORL: Exploratory Data for Offline Reinforcement Learning☆105Updated 2 years ago
- Simple maze environments using mujoco-py☆52Updated 10 months ago
- Synthetic Experience Replay☆74Updated 5 months ago
- ☆47Updated last year
- [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
- Skeleton for scalable and flexible Jax RL implementations☆63Updated last year
- METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)☆58Updated last year
- ☆13Updated last year
- official implementation for our paper Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning☆78Updated 3 months ago
- Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement Learning☆28Updated 2 years ago
- ☆52Updated last year
- Official implementation of the BRO algorithm☆10Updated 3 weeks ago
- ☆69Updated 2 years ago
- Code for MOBILE: Model-Bellman Inconsistency Penalized Offline Policy Optimization☆14Updated 7 months ago
- [ICLR 2024] Closing the Gap between TD Learning and Supervised Learning - A Generalisation Point of View.☆21Updated 7 months ago
- Source files to replicate experiments in my ICLR 2022 paper.☆62Updated 4 months ago
- A PyTorch implementation of Implicit Q-Learning☆66Updated 3 years ago
- ☆31Updated 3 years ago
- Author's PyTorch implementation of TD7 for online and offline RL☆116Updated last year
- Conservative Q learning in Jax☆51Updated last year
- [ICML 2022] The official implementation of DWBC in "Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations"☆34Updated last year
- Accompanying Code for "Flipping Coins to Estimate Pseudocounts for Exploration in Reinforcement Learning", ICML 2023☆18Updated 10 months ago
- Official implementation for: Consistency Models as a Rich and Efficient Policy Class for Reinforcement Learning ICLR'24☆21Updated 2 months ago
- ☆20Updated last year
- ☆21Updated this week
- Skill-based Model-based Reinforcement Learning (CoRL 2022)☆52Updated 2 years ago
- Official release of CompoSuite, a compositional RL benchmark☆46Updated 9 months ago
- Code for ICLR 2022 paper Rethinking Goal-Conditioned Supervised Learning and Its Connection to Offline RL.☆26Updated 2 years ago