Alternatives and similar repositories for ORL:

Users that are interested in ORL are comparing it to the libraries listed below

• tinkoff-ai / katakomba
  Data-Driven NetHack Tools: Datasets (30+) and recurrent-baselines (AWAC, BC, CQL, IQL, REM)
  ☆71Updated last year
• tinkoff-ai / sac-rnd
  Official implementation for "Anti-Exploration by Random Network Distillation", ICML 2023
  ☆52Updated 2 years ago
• ryanxhr / IVR
  [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
• Manchery / iql-pytorch
  Unofficial PyTorch implementation (replicating paper results) of Implicit Q-Learning (In-sample Q-Learning) for offline RL
  ☆23Updated 5 months ago
• baitingzbt / PEDA
  Scaling Pareto-Efficient Decision Making via Offline Multi-Objective RL, published in ICLR 2023
  ☆32Updated 4 months ago
• Howuhh / sac-n-jax
  Single-file SAC-N implementation on jax with flax and equinox. 10x faster than pytorch
  ☆50Updated last year
• shlee94 / Off2OnRL
  ☆55Updated 2 years ago
• Haichao-Zhang / PEX
  Policy Expansion for Bridging Offline-to-Online Reinforcement Learning (ICLR23)
  ☆52Updated 2 years ago
• marc-rigter / rambo
  Official code for "RAMBO: Robust Adversarial Model-Based Offline RL", NeurIPS 2022
  ☆27Updated last year
• adityab / CrossQ
  Official code release for "CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity"
  ☆69Updated 10 months ago
• FanmingL / Recurrent-Offpolicy-RL
  Implementation of SAC and TD3 based on various RNN and Transformer.
  ☆20Updated 6 months ago
• twni2016 / Memory-RL
  When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment, NeurIPS 2023 (oral)
  ☆62Updated last year
• kristery / Elastic-DT
  [NeurIPS 2023] Implementation of Elastic Decision Transformer
  ☆35Updated last year
• etaoxing / multigame-dt
  Implementation of Multi-Game Decision Transformers in PyTorch
  ☆46Updated 2 years ago
• Neo-X / SMiRL_Code
  ☆18Updated 2 years ago
• young-geng / CQL
  Conservative Q Learning on top of SAC
  ☆129Updated 2 years ago
• ini / multigrid
  Fast and flexible multi-agent gridworld reinforcement learning environments.
  ☆41Updated last week
• frt03 / generalized_dt
  Generalized Decision Transformer for Offline Hindsight Information Matching (ICLR2022)
  ☆67Updated 2 years ago
• OffDynamicsRL / off-dynamics-rl
  ☆42Updated 4 months ago
• TakuyaHiraoka / Dropout-Q-Functions-for-Doubly-Efficient-Reinforcement-Learning
  Source files to replicate experiments in my ICLR 2022 paper.
  ☆70Updated 9 months ago
• sfujim / TD7
  Author's PyTorch implementation of TD7 for online and offline RL
  ☆141Updated last year
• changchencc / TransDreamer
  Code for TRANSDREAMER: REINFORCEMENT LEARNING WITH TRANSFORMER WORLD MODELS
  ☆25Updated last year
• thu-rllab / CFCQL
  Code for NeurIPS2023 accepted paper: Counterfactual Conservative Q Learning for Offline Multi-agent Reinforcement Learning.
  ☆34Updated last month
• seohongpark / HIQL
  HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)
  ☆78Updated 4 months ago
• Jaewoopudding / GTA
  Official codebase for GTA: Generative Trajectory Augmentation with Guidance for Offline Reinforcement Learning.
  ☆19Updated 4 months ago
• namsan96 / SiMPL
  ☆48Updated last year
• martius-lab / pink-noise-rl
  ☆41Updated last year
• Fang-Lin93 / DAC
  DAC: Diffusion Actor-Critic: Formulating Constrained Policy Iteration as Diffusion Noise Regression for Offline Reinforcement Learning.
  ☆16Updated 10 months ago
• rohitrango / BC-regularized-GAIL
  Official implementation of the paper `Augmenting GAIL with BC for sample efficient imitation learning` in PyTorch
  ☆33Updated 4 years ago
• conglu1997 / SynthER
  Synthetic Experience Replay
  ☆89Updated 10 months ago