young-geng / JaxCQL
Conservative Q learning in Jax
☆51Updated last year
Related projects ⓘ
Alternatives and complementary repositories for JaxCQL
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆95Updated 5 months ago
- Accompanying Code for "Flipping Coins to Estimate Pseudocounts for Exploration in Reinforcement Learning", ICML 2023☆18Updated 10 months ago
- [ICLR 2024] Closing the Gap between TD Learning and Supervised Learning - A Generalisation Point of View.☆21Updated 7 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
- ExORL: Exploratory Data for Offline Reinforcement Learning☆105Updated 2 years ago
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆79Updated last year
- ☆42Updated last year
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆76Updated last year
- official implementation for our paper Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning☆78Updated 3 months ago
- Synthetic Experience Replay☆74Updated 5 months ago
- Code and data for the paper "Bridging RL Theory and Practice with the Effective Horizon"☆42Updated 4 months ago
- Simple maze environments using mujoco-py☆52Updated 10 months ago
- METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)☆58Updated last year
- Benchmarked implementations of Offline RL Algorithms.☆65Updated 6 months ago
- Skeleton for scalable and flexible Jax RL implementations☆63Updated last year
- Reinforcement Learning via Supervised Learning☆68Updated 2 years ago
- Code for MOBILE: Model-Bellman Inconsistency Penalized Offline Policy Optimization☆14Updated 7 months ago
- Extreme Q-Learning: Max Entropy RL without Entropy☆80Updated last year
- [ICLR 22] Value Gradient weighted Model-Based Reinforcement Learning.☆24Updated last year
- Official code release for "CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity"☆57Updated 5 months ago
- Codebase for "Uni[MASK]: Unified Inference in Sequential Decision Problems"☆54Updated 4 months ago
- Learning Action-Value Gradients in Model-based Policy Optimization☆31Updated 3 years ago
- Evaluating long-term memory of reinforcement learning algorithms☆133Updated last year
- Generalized Decision Transformer for Offline Hindsight Information Matching (ICLR2022)☆66Updated 2 years ago
- Code accompanying the paper Adversarially Trained Actor Critic for Offline Reinforcement Learning by Ching-An Cheng*, Tengyang Xie*, Nan …☆69Updated last year
- CIC: Contrastive Intrinsic Control for Unsupervised Skill Discovery☆78Updated 2 years ago
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆99Updated 2 years ago
- Efficient seed-parallel implementation of "Breaking the Replay Ratio Barrier"☆21Updated last year
- Implementation of Tactical Optimistic and Pessimistic value estimation☆25Updated last year
- EARL: Environment for Autonomous Reinforcement Learning☆34Updated last year