steventango / jumpstart-rl
Implementation of Jump-Start Reinforcement Learning (JSRL) with Stable Baselines3
☆24Updated 9 months ago
Related projects ⓘ
Alternatives and complementary repositories for jumpstart-rl
- Source files to replicate experiments in my ICLR 2022 paper.☆61Updated 4 months ago
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆76Updated 11 months ago
- [ICML 2023] Pre-train world model-based agents with different unsupervised strategies, fine-tune the agent's components selectively, and …☆33Updated 8 months ago
- Skill-based Model-based Reinforcement Learning (CoRL 2022)☆52Updated 2 years ago
- Code for MOBILE: Model-Bellman Inconsistency Penalized Offline Policy Optimization☆14Updated 6 months ago
- Author's PyTorch implementation of TD7 for online and offline RL☆114Updated last year
- ☆19Updated 9 months ago
- Synthetic Experience Replay☆71Updated 5 months ago
- Official repository for Paper "Offline Goal-Conditioned Reinforcement Learning via f-Advantage Regression" (NeurIPS 2022)☆35Updated last year
- Code for "Planning Goals for Exploration", ICLR2023 Spotlight. An unsupervised RL agent for hard exploration tasks.☆72Updated 5 months ago
- ☆37Updated last year
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆94Updated 5 months ago
- ☆53Updated 3 years ago
- ☆17Updated 6 months ago
- OGBench: Benchmarking Offline Goal-Conditioned RL☆72Updated last week
- Code base for paper: Reparameterized Policy Learning for Multimodal Trajectory Optimization☆26Updated last year
- ☆69Updated 2 years ago
- METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)☆57Updated last year
- Official code release for "CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity"☆57Updated 5 months ago
- Official release of CompoSuite, a compositional RL benchmark☆45Updated 9 months ago
- official implementation for our paper Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning☆76Updated 3 months ago
- ☆53Updated 3 weeks ago
- Benchmark data (i.e., DeepMind Control Suite and MuJoCo) for RL.☆28Updated 3 years ago
- Benchmarked implementations of Offline RL Algorithms.☆64Updated 6 months ago
- EARL: Environment for Autonomous Reinforcement Learning☆35Updated last year
- ☆31Updated 3 years ago
- Predictable MDP Abstraction for Unsupervised Model-Based RL (ICML 2023)☆30Updated last year
- This repo relates to the survey paper <Goal-Conditioned Reinforcement Learning: Problems and Solutions>. We collects widely used benchmar…☆110Updated last year
- Repo for Implicit Diffusion Q-Learning☆90Updated 11 months ago
- ☆76Updated last year