PKU-RL / PTGMLinks
[ICLR 2024 oral] Pre-Training Goal-based Models for Sample-Efficient Reinforcement Learning
☆28Updated last year
Alternatives and similar repositories for PTGM
Users that are interested in PTGM are comparing it to the libraries listed below
Sorting:
- METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)☆81Updated 2 years ago
- Official codebase for "The Generalization Gap in Offline Reinforcement Learning" accepted to ICLR 2024☆28Updated last year
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆92Updated last year
- Code for NeurIPS 2022 paper Exploiting Reward Shifting in Value-Based Deep RL☆30Updated 2 years ago
- Generalized Decision Transformer for Offline Hindsight Information Matching (ICLR2022)☆70Updated 3 years ago
- Learning to Modulate pre-trained Models in RL (Decision Transformer, LoRA, Fine-tuning)☆61Updated last year
- When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment, NeurIPS 2023 (oral)☆68Updated 2 years ago
- ☆48Updated 2 years ago
- Extreme Q-Learning: Max Entropy RL without Entropy☆86Updated 2 years 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…☆47Updated 2 years ago
- Code for "Unsupervised Zero-Shot RL via Functional Reward Representations"☆57Updated last year
- Official repository for paper "Versatile Offline Imitation from Observations and Examples via Regularized State-Occupancy Matching" (ICML…☆28Updated 3 years ago
- Official code for "Unleashing the Power of Pre-trained Language Models for Offline Reinforcement Learning".☆53Updated last year
- Predictable MDP Abstraction for Unsupervised Model-Based RL (ICML 2023)☆32Updated 2 years ago
- Official code repository for Prompt-DT.☆120Updated 3 years ago
- Synthetic Experience Replay☆107Updated last year
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆113Updated last year
- ☆60Updated last month
- Minimal Decision Transformer Implementation written in Jax (Flax).☆17Updated 3 years ago
- ☆17Updated 2 years ago
- Unofficial PyTorch implementation (replicating paper results) of Implicit Q-Learning (In-sample Q-Learning) for offline RL☆23Updated last year
- Controllability-Aware Unsupervised Skill Discovery (ICML 2023)☆28Updated 2 years ago
- Official repository for Paper "Offline Goal-Conditioned Reinforcement Learning via f-Advantage Regression" (NeurIPS 2022)☆36Updated 2 years ago
- Repo for Implicit Diffusion Q-Learning☆122Updated 2 years ago
- Meta-RL Model-Based Algorithm☆42Updated 8 months ago
- Codebase for "Uni[MASK]: Unified Inference in Sequential Decision Problems"☆57Updated last year
- Official Codebase for Offline Reinforcement Learning from Images with Latent Space Models☆31Updated 4 years ago
- Official implementation of Harnessing Mixed Offline Reinforcement Learning Datasets via Trajectory Reweighting☆17Updated last year
- Foundation Policies with Hilbert Representations (ICML 2024)☆104Updated 3 months ago
- Guide Your Agent with Adaptive Multimodal Rewards (NeurIPS 2023 Accepted)☆33Updated 2 years ago