Haichao-Zhang / PEXView external linksLinks
Policy Expansion for Bridging Offline-to-Online Reinforcement Learning (ICLR23)
☆62Apr 4, 2023Updated 2 years ago
Alternatives and similar repositories for PEX
Users that are interested in PEX are comparing it to the libraries listed below
Sorting:
- ☆60Feb 3, 2023Updated 3 years ago
- ☆20May 25, 2023Updated 2 years ago
- Official PyTorch code for "Sample Efficient Offline-to-Online Reinforcement Learning" in TKDE'23.☆16Aug 14, 2023Updated 2 years ago
- official implementation for our paper Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning (NeurIPS 2023)☆119Jul 31, 2024Updated last year
- Official implementation of Harnessing Mixed Offline Reinforcement Learning Datasets via Trajectory Reweighting☆17Feb 14, 2024Updated 2 years ago
- [NeurIPS'22 Spotlight] When to Trust Your Simulator: Dynamics-Aware Hybrid Offline-and-Online Reinforcement Learning☆58Sep 24, 2023Updated 2 years ago
- ☆381Feb 13, 2023Updated 3 years ago
- Implementation of ``Actor-Critic Alignment for Offline-to-Online Reinforcement Learning''☆13Oct 12, 2023Updated 2 years ago
- ☆15Jan 18, 2026Updated 3 weeks 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…☆47Jul 27, 2023Updated 2 years ago
- Code for NeurIPS 2022 paper "Robust offline Reinforcement Learning via Conservative Smoothing"☆23Feb 15, 2023Updated 2 years ago
- Code release for "Supported Policy Optimization for Offline Reinforcement Learning" (NeurIPS 2022), https://arxiv.org/abs/2202.06239☆23Jun 24, 2023Updated 2 years ago
- Code for Mildly Conservative Q-learning for Offline Reinforcement Learning (NeurIPS 2022)☆60Apr 29, 2024Updated last year
- [ICML 2022] The official implementation of DWBC in "Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations"☆35Jan 5, 2023Updated 3 years ago
- ☆14Jul 4, 2022Updated 3 years ago
- Source code for Interpretable Reward Redistribution in Reinforcement Learning: A Causal Approach (NeurIPS 2023)☆10Dec 12, 2023Updated 2 years ago
- Official implementation for "How Should We Meta-Learn Reinforcement Learning Algorithms?"☆23Sep 7, 2025Updated 5 months ago
- Prioritized Sequence Experience Replay☆10Aug 16, 2021Updated 4 years ago
- Official repository for paper "Versatile Offline Imitation from Observations and Examples via Regularized State-Occupancy Matching" (ICML…☆28Jan 12, 2023Updated 3 years ago
- Author's PyTorch implementation of TD7 for online and offline RL☆161Sep 12, 2023Updated 2 years ago
- Code-base for the paper Spectral Normalisation for Deep Reinforcement Learning: An Optimisation Perspective.☆11Jun 26, 2021Updated 4 years ago
- Official code for ICLR 2024 paper, SEABO: A Simple Search-Based Method for Offline Imitation Learning☆12Jan 19, 2024Updated 2 years ago
- ☆32Jul 16, 2020Updated 5 years ago
- ☆15Jan 11, 2021Updated 5 years ago
- [ICRA'25] H2O+: An Improved Framework for Hybrid Offline-and-Online RL with Dynamics Gaps☆12Apr 10, 2025Updated 10 months ago
- Unofficial Code for NeurIPS 2021 paper "Regret Minimization Experience Replay in Off-policy Reinforcement Learning"☆14May 24, 2021Updated 4 years ago
- Code for NeurIPS 2022 paper Exploiting Reward Shifting in Value-Based Deep RL☆30Oct 29, 2023Updated 2 years ago
- ☆14Dec 5, 2024Updated last year
- Official implementation of Neural Episodic Control with State Abstraction☆13Aug 3, 2023Updated 2 years ago
- Code for ICLR 2022 paper Rethinking Goal-Conditioned Supervised Learning and Its Connection to Offline RL.☆28Feb 21, 2022Updated 3 years ago
- Author's Pytorch implementation of ICLR2023 paper Behavior Proximal Policy Optimization (BPPO).☆94Dec 13, 2023Updated 2 years ago
- ☆58Feb 8, 2025Updated last year
- [TNNLS] PGDQN: A generalized and efficient preference-guided epsilon-greedy policy equipped DQN for Atari and Autonomous Driving☆12Oct 9, 2023Updated 2 years ago
- High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC…☆1,323Aug 3, 2023Updated 2 years ago
- [NeurIPS 2023] The official implementation of "Offline Multi-Agent Reinforcement Learning with Implicit Global-to-Local Value Regularizat…☆40Mar 3, 2024Updated last year
- OptiDICE: Offline Policy Optimization via Stationary Distribution Correction Estimation☆16Aug 3, 2023Updated 2 years ago
- This repository is for the code of paper "Automated Cryptocurrency Trading Approach Using Ensemble Deep Reinforcement Learning: Learn to …☆19Sep 24, 2024Updated last year
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆104May 17, 2022Updated 3 years ago
- The official implementation of "Mind the Gap: Offline Policy Optimization for Imperfect Rewards" (ICLR2023)☆16Mar 3, 2023Updated 2 years ago