danielshin1 / oprl
Official Codebase for TMLR 2023, Benchmarks and Algorithms for Offline Preference-Based Reward Learning
☆19Updated last year
Related projects ⓘ
Alternatives and complementary repositories for oprl
- Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement Learning☆28Updated 2 years ago
- [ICML 2022] The official implementation of DWBC in "Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations"☆34Updated last year
- ☆47Updated last year
- CORRO code☆34Updated 2 years ago
- Code for FOCAL Paper Published at ICLR 2021☆49Updated 11 months ago
- ☆54Updated 8 months ago
- ☆52Updated last year
- TensorFlow implementation for our paper "Learning Long-Term Reward Redistribution via Randomized Return Decomposition"☆19Updated 2 years ago
- Scaling Pareto-Efficient Decision Making via Offline Multi-Objective RL, published in ICLR 2023☆29Updated last year
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆95Updated 5 months ago
- Official PyTorch implementation of "Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble" (NeurIPS'21)☆71Updated 2 years ago
- Code for MOBILE: Model-Bellman Inconsistency Penalized Offline Policy Optimization☆14Updated 7 months ago
- ☆32Updated last year
- A beginner-friendly repository on Deep Reinforcement Learning (RL), written in PyTorch.☆22Updated 3 weeks ago
- Official codebase for "B-Pref: Benchmarking Preference-BasedReinforcement Learning" contains scripts to reproduce experiments.☆114Updated 3 years ago
- ☆17Updated last year
- Policy Expansion for Bridging Offline-to-Online Reinforcement Learning (ICLR23)☆48Updated last year
- The official repository of Decoupled Reinforcement Learning to Stabilise Intrinsically-Motivated Exploration" (AAMAS 2022)☆26Updated 2 years ago
- Code for NeurIPS 2022 paper "Robust offline Reinforcement Learning via Conservative Smoothing"☆17Updated last year
- Generalized Decision Transformer for Offline Hindsight Information Matching (ICLR2022)☆66Updated 2 years ago
- Maximum Entropy Population Based Training for Zero-Shot Human-AI Coordination☆25Updated last year
- ☆13Updated 3 years ago
- Anti exploration in offline reinforcement learning☆9Updated 3 years ago
- ☆13Updated last year
- ☆10Updated 4 years ago
- A PyTorch implementation of Implicit Q-Learning☆66Updated 3 years ago
- Benchmarked implementations of Offline RL Algorithms.☆65Updated 6 months ago
- Code for Mildly Conservative Q-learning for Offline Reinforcement Learning (NeurIPS 2022)☆52Updated 6 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