young-geng / JaxCQL
Conservative Q learning in Jax
☆53Updated 2 years ago
Alternatives and similar repositories for JaxCQL:
Users that are interested in JaxCQL are comparing it to the libraries listed below
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆100Updated 10 months ago
- [ICLR 2024] Closing the Gap between TD Learning and Supervised Learning - A Generalisation Point of View.☆23Updated last year
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆79Updated 4 months ago
- ☆47Updated 2 years ago
- Skeleton for scalable and flexible Jax RL implementations☆80Updated 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
- ☆44Updated last year
- ☆42Updated 5 months ago
- Reinforcement Learning via Supervised Learning☆71Updated 2 years ago
- official implementation for our paper Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning☆92Updated 8 months ago
- METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)☆68Updated last year
- ExORL: Exploratory Data for Offline Reinforcement Learning☆112Updated 3 years ago
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆80Updated 2 years ago
- Accompanying Code for "Flipping Coins to Estimate Pseudocounts for Exploration in Reinforcement Learning", ICML 2023☆19Updated last year
- ☆31Updated 2 years ago
- Benchmarked implementations of Offline RL Algorithms.☆73Updated last month
- Extreme Q-Learning: Max Entropy RL without Entropy☆86Updated 2 years ago
- [ICLR 22] Value Gradient weighted Model-Based Reinforcement Learning.☆24Updated 2 years ago
- ☆15Updated last year
- Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement Learning☆28Updated 3 years ago
- Simple maze environments using mujoco-py☆54Updated last year
- Code and data for the paper "Bridging RL Theory and Practice with the Effective Horizon"☆47Updated 9 months ago
- Codebase for "Uni[MASK]: Unified Inference in Sequential Decision Problems"☆55Updated 9 months ago
- Generalized Decision Transformer for Offline Hindsight Information Matching (ICLR2022)☆67Updated 2 years ago
- ☆48Updated last year
- Efficient seed-parallel implementation of "Breaking the Replay Ratio Barrier"☆23Updated last year
- Code accompanying the paper Adversarially Trained Actor Critic for Offline Reinforcement Learning by Ching-An Cheng*, Tengyang Xie*, Nan …☆70Updated 2 years ago
- Learning Laplacian Representations in Reinforcement Learning☆17Updated 4 years ago
- Code for MOBILE: Model-Bellman Inconsistency Penalized Offline Policy Optimization☆18Updated last year
- Synthetic Experience Replay☆91Updated 10 months ago