tinkoff-ai / lb-sacLinks
Official implementation for "Q-Ensemble for Offline RL: Don't Scale the Ensemble, Scale the Batch Size", NeurIPS 2022, Offline RL Workshop
☆21Updated 2 years ago
Alternatives and similar repositories for lb-sac
Users that are interested in lb-sac are comparing it to the libraries listed below
Sorting:
- Data-Driven NetHack Tools: Datasets (30+) and recurrent-baselines (AWAC, BC, CQL, IQL, REM)☆43Updated 2 years ago
- Code for the paper "Showing Your Offline Reinforcement Learning Work: Online Evaluation Budget Matters", ICML 2022☆28Updated 3 years ago
- Data-Driven NetHack Tools: Datasets (30+) and recurrent-baselines (AWAC, BC, CQL, IQL, REM)☆76Updated 2 years ago
- Single-file SAC-N implementation on jax with flax and equinox. 10x faster than pytorch☆56Updated 2 years ago
- Author's implementation of ReBRAC, a minimalist improvement upon TD3+BC☆61Updated 2 years ago
- Official implementation for "Anti-Exploration by Random Network Distillation", ICML 2023☆55Updated 2 years ago
- Mitigating Partial Observability in Sequential Decision Processes via the Lambda Discrepancy☆22Updated last year
- Official Implementation for "In-Context Reinforcement Learning from Noise Distillation"☆33Updated last year
- VC-FB and MC-FB algorithms from "Zero-Shot Reinforcement Learning from Low Quality Data" (NeurIPS 2024)☆21Updated 11 months ago
- Official implementation for "Let Offline RL Flow: Training Conservative Agents in the Latent Space of Normalizing Flows", NeurIPS 2022, O…☆12Updated 2 years ago
- Challenging Memory-based Deep Reinforcement Learning Agents☆105Updated last year
- ☆58Updated 10 months ago
- Pointax: PointMaze Environment for JAX☆25Updated last month
- Accelerated replay buffers in JAX☆45Updated 3 years ago
- ☆15Updated last year
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆103Updated 3 years ago
- ☆19Updated 2 years ago
- XLand-100B: A Large-Scale Multi-Task Dataset for In-Context Reinforcement Learning - - — ICLR 2025☆81Updated 10 months ago
- When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment, NeurIPS 2023 (oral)☆68Updated last year
- Official Implementation of `An Optimisation Framework for Unsupervised Environment Design` from RLC 2025☆17Updated 2 weeks ago
- Baselines for gymnax 🤖☆73Updated 2 years ago
- CleanRL's implementation of DeepMind's Podracer Sebulba Architecture for Distributed DRL☆118Updated last year
- Scalable Opponent Shaping Experiments in JAX☆24Updated last year
- ExORL: Exploratory Data for Offline Reinforcement Learning☆119Updated 3 years ago
- Official implementation of the NeurIPS 2023 paper "Discovering General Reinforcement Learning Algorithms with Adversarial Environment Des…☆33Updated last year
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆82Updated 2 years ago
- Model-Based Offline Reinforcement Learning☆51Updated 4 years ago
- This code implements Prioritized Level Replay, a method for sampling training levels for reinforcement learning agents that exploits the …☆92Updated 4 years ago
- ☆52Updated 2 years ago
- Drop-in environment replacements that make your RL algorithm train faster.☆21Updated last year