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:
- Generalized Decision Transformer for Offline Hindsight Information Matching (ICLR2022)☆68Updated 3 years ago
- METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)☆74Updated last year
- Code for NeurIPS 2022 paper Exploiting Reward Shifting in Value-Based Deep RL☆29Updated 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 2 years ago
- ☆17Updated 2 years ago
- Reinforcement Learning via Supervised Learning☆71Updated 3 years ago
- Official repository for Paper "Offline Goal-Conditioned Reinforcement Learning via f-Advantage Regression" (NeurIPS 2022)☆36Updated last year
- Official codebase for "The Generalization Gap in Offline Reinforcement Learning" accepted to ICLR 2024☆28Updated last year
- When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment, NeurIPS 2023 (oral)☆67Updated last year
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆90Updated 10 months ago
- Foundation Policies with Hilbert Representations (ICML 2024)☆97Updated last week
- Extreme Q-Learning: Max Entropy RL without Entropy☆87Updated 2 years ago
- Controllability-Aware Unsupervised Skill Discovery (ICML 2023)☆27Updated 2 years ago
- Unofficial PyTorch implementation (replicating paper results) of Implicit Q-Learning (In-sample Q-Learning) for offline RL☆23Updated 11 months ago
- Predictable MDP Abstraction for Unsupervised Model-Based RL (ICML 2023)☆32Updated 2 years ago
- Codebase for "Uni[MASK]: Unified Inference in Sequential Decision Problems"☆56Updated last year
- Official repository for paper "Versatile Offline Imitation from Observations and Examples via Regularized State-Occupancy Matching" (ICML…☆28Updated 2 years ago
- Official Codebase for Offline Reinforcement Learning from Images with Latent Space Models☆31Updated 4 years ago
- Authors' PyTorch implementation of 'Recomposing the Reinforcement Learning Building-Blocks with Hypernetworks' (HypeRL)☆24Updated 4 years ago
- Official code repository for Prompt-DT.☆116Updated 3 years ago
- ☆36Updated 2 years ago
- Image-based gridworld experiment for learning Markov state abstractions☆21Updated last year
- Source files to replicate experiments in my ICLR 2022 paper.☆70Updated 2 months ago
- Learning to Modulate pre-trained Models in RL (Decision Transformer, LoRA, Fine-tuning)☆60Updated last year
- Code for "Planning Goals for Exploration", ICLR2023 Spotlight. An unsupervised RL agent for hard exploration tasks.☆78Updated last year
- Synthetic Experience Replay☆103Updated last year
- Meta-RL Model-Based Algorithm☆40Updated 5 months ago
- Official code for "Pretraining Representations For Data-Efficient Reinforcement Learning" (NeurIPS 2021)☆55Updated 4 years ago
- Code release for Efficient Planning in a Compact Latent Action Space (ICLR2023) https://arxiv.org/abs/2208.10291.☆109Updated 2 years ago
- An unofficial implementation for online decision transformer☆40Updated 3 years ago