adityab / CrossQ
Official code release for "CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity"
☆67Updated 9 months ago
Alternatives and similar repositories for CrossQ:
Users that are interested in CrossQ are comparing it to the libraries listed below
- Source files to replicate experiments in my ICLR 2022 paper.☆69Updated 8 months ago
- Skeleton for scalable and flexible Jax RL implementations☆73Updated last year
- ☆41Updated last year
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆77Updated 3 months ago
- Simple maze environments using mujoco-py☆54Updated last year
- 🔥 Robust Gymnasium: A Unified Modular Benchmark for Robust Reinforcement Learning.☆28Updated 3 weeks ago
- ☆47Updated 2 years ago
- Implementation of Jump-Start Reinforcement Learning (JSRL) with Stable Baselines3☆31Updated last year
- ☆41Updated 3 months ago
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆99Updated 9 months ago
- Accompanying Code for "Flipping Coins to Estimate Pseudocounts for Exploration in Reinforcement Learning", ICML 2023☆19Updated last year
- Synthetic Experience Replay☆87Updated 9 months ago
- ☆23Updated 2 years ago
- Official implementation of NeurIPS'23 paper, Beyond Uniform Sampling: Offline Reinforcement Learning with Imbalanced Datasets☆24Updated last year
- Skill-based Model-based Reinforcement Learning (CoRL 2022)☆56Updated 2 years ago
- ☆23Updated last year
- Implementation of Tactical Optimistic and Pessimistic value estimation☆25Updated last year
- ☆53Updated 3 years ago
- ☆17Updated 11 months ago
- EARL: Environment for Autonomous Reinforcement Learning☆36Updated 2 years ago
- [ICML 2023] Pre-train world model-based agents with different unsupervised strategies, fine-tune the agent's components selectively, and …☆37Updated last year
- ☆76Updated 2 weeks ago
- Author's PyTorch implementation of TD7 for online and offline RL☆136Updated last year
- METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)☆64Updated last year
- Advantage weighted Actor Critic for Offline RL☆50Updated 2 years ago
- ☆55Updated 2 years ago
- ☆23Updated 6 months ago
- ☆35Updated 2 years ago
- official implementation for our paper Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning☆88Updated 7 months ago