snu-mllab / EDAC
Official PyTorch implementation of "Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble" (NeurIPS'21)
☆71Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for EDAC
- Code for FOCAL Paper Published at ICLR 2021☆49Updated 11 months ago
- ☆52Updated last year
- ☆40Updated 3 years ago
- Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement Learning☆28Updated 2 years ago
- Official codebase for "B-Pref: Benchmarking Preference-BasedReinforcement Learning" contains scripts to reproduce experiments.☆114Updated 3 years ago
- ☆47Updated last year
- Model-Based Offline Reinforcement Learning☆47Updated 3 years ago
- Conservative Q Learning on top of SAC☆119Updated 2 years ago
- ☆54Updated 8 months ago
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆95Updated 5 months ago
- Official Codebase for TMLR 2023, Benchmarks and Algorithms for Offline Preference-Based Reward Learning☆19Updated last year
- CORRO code☆34Updated 2 years ago
- Simple maze environments using mujoco-py☆52Updated 10 months ago
- ☆28Updated 2 years ago
- Code for MOPO: Model-based Offline Policy Optimization☆171Updated 2 years ago
- ExORL: Exploratory Data for Offline Reinforcement Learning☆105Updated 2 years ago
- [ICML 2022] The official implementation of DWBC in "Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations"☆34Updated last year
- Pytorch implementation on OpenAI's Procgen ppo-baseline, built from scratch.☆31Updated 4 years ago
- ☆45Updated 2 years ago
- A PyTorch implementation of Implicit Q-Learning☆66Updated 3 years ago
- Policy Expansion for Bridging Offline-to-Online Reinforcement Learning (ICLR23)☆48Updated last year
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆155Updated 2 years ago
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆76Updated last year
- Diversity is All You Need: Learning Skills without a Reward Function in PyTorch.☆60Updated last year
- Code for Mildly Conservative Q-learning for Offline Reinforcement Learning (NeurIPS 2022)☆52Updated 6 months ago
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆99Updated 2 years ago
- Author's PyTorch implementation of TD7 for online and offline RL☆116Updated last year
- Scaling Pareto-Efficient Decision Making via Offline Multi-Objective RL, published in ICLR 2023☆29Updated last year
- Benchmarked implementations of Offline RL Algorithms.☆65Updated 6 months ago
- Generalized Decision Transformer for Offline Hindsight Information Matching (ICLR2022)☆66Updated 2 years ago