facebookresearch / MRQLinks
MR.Q is a general-purpose model-free reinforcement learning algorithm.
☆109Updated 2 months ago
Alternatives and similar repositories for MRQ
Users that are interested in MRQ are comparing it to the libraries listed below
Sorting:
- ☆104Updated 6 months ago
- Unified Implementations of Offline Reinforcement Learning Algorithms☆92Updated 4 months ago
- off-policy RL on long sequences☆135Updated 2 weeks ago
- Code for "SimbaV2: Hyperspherical Normalization for Scalable Deep Reinforcement Learning"☆64Updated 3 months ago
- Simple single-file baselines for Q-Learning in pure-GPU setting☆181Updated 5 months ago
- Code for "Unsupervised Zero-Shot RL via Functional Reward Representations"☆58Updated last year
- Extreme Q-Learning: Max Entropy RL without Entropy☆87Updated 2 years ago
- Foundation Policies with Hilbert Representations (ICML 2024)☆93Updated last year
- CleanRL's implementation of DeepMind's Podracer Sebulba Architecture for Distributed DRL☆114Updated last year
- Online Goal-Conditioned Reinforcement Learning in JAX. ICLR 2025 Spotlight.☆180Updated 3 months ago
- Public code for "Reinforcement Learning from Passive Data via Latent Intentions"☆89Updated last year
- Clean single-file implementation of offline RL algorithms in JAX☆150Updated 8 months ago
- Open source code for paper "Optimal Goal-Reaching Reinforcement Learning via Quasimetric Learning" ICML 2023☆46Updated 3 months ago
- official implementation for our paper Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning (NeurIPS 2023)☆107Updated last year
- Benchmarking RL for POMDPs in Pure JAX [Code for "Structured State Space Models for In-Context Reinforcement Learning" (NeurIPS 2023)]☆110Updated last year
- ☆39Updated last year
- Transformer-based World Models☆85Updated 2 years ago
- Challenging Memory-based Deep Reinforcement Learning Agents☆103Updated 10 months ago
- Skeleton for scalable and flexible Jax RL implementations☆85Updated 2 years ago
- Synthetic Experience Replay☆100Updated last year
- ☆96Updated last year
- A benchmark for offline goal-conditioned RL and offline RL☆231Updated last month
- ☆81Updated 9 months ago
- Learning to Modulate pre-trained Models in RL (Decision Transformer, LoRA, Fine-tuning)☆59Updated 10 months ago
- METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)☆73Updated last year
- ☆82Updated 5 months ago
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆107Updated last year
- Official codebase for "The Generalization Gap in Offline Reinforcement Learning" accepted to ICLR 2024☆28Updated last year
- Learning diverse options through the Laplacian representation.☆23Updated last year
- Recall to Imagine, a model-based RL algorithm with superhuman memory. Oral (1.2%) @ ICLR 2024☆71Updated last year