chongyi-zheng / td_infonceLinks
Implementations of Temporal Difference InfoNCE (TD InfoNCE)
☆29Updated last year
Alternatives and similar repositories for td_infonce
Users that are interested in td_infonce are comparing it to the libraries listed below
Sorting:
- Code for "Unsupervised Zero-Shot RL via Functional Reward Representations"☆57Updated last year
- Sandbox environment for generalizable agent research☆25Updated 2 years ago
- Code for the paper "Learning Temporal Distances: Contrastive Successor Features Can Provide a Metric Structure for Decision-Making"☆27Updated last year
- ☆54Updated 8 months ago
- METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)☆70Updated last year
- Recall to Imagine, a model-based RL algorithm with superhuman memory. Oral (1.2%) @ ICLR 2024☆70Updated last year
- ☆46Updated 2 years ago
- Predictable MDP Abstraction for Unsupervised Model-Based RL (ICML 2023)☆32Updated 2 years ago
- CIC: Contrastive Intrinsic Control for Unsupervised Skill Discovery☆81Updated 2 years ago
- Building blocks for productive research☆59Updated 5 months ago
- The Controllable Agent project trains RL Agents able to optimize any reward function specified in real time, without any further learning…☆64Updated last year
- SkillHack: A Benchmark for Skill Transfer in Open-Ended Reinforcement Learning☆17Updated 2 years ago
- MTM Masked Trajectory Models for Prediction, Representation, and Control.☆156Updated 2 years ago
- General Modules for JAX☆66Updated 3 months ago
- PyTorch Package For Quasimetric Learning☆42Updated 8 months ago
- Learning to Modulate pre-trained Models in RL (Decision Transformer, LoRA, Fine-tuning)☆59Updated 9 months ago
- Foundation Policies with Hilbert Representations (ICML 2024)☆89Updated last year
- Code for the papers Hypernetworks in Meta-Reinforcement Learning (Beck et al., 2022) and Recurrent Hypernetworks are Surprisingly Strong …☆14Updated 11 months ago
- ☆55Updated 2 years ago
- Code for the paper "Inference via Interpolation: Contrastive Representations Provably Enable Planning and Inference"☆42Updated last year
- Official codebase for "The Generalization Gap in Offline Reinforcement Learning" accepted to ICLR 2024☆28Updated 11 months ago
- VC-FB and MC-FB algorithms from "Zero-Shot Reinforcement Learning from Low Quality Data" (NeurIPS 2024)☆17Updated 6 months ago
- Codebase for "Uni[MASK]: Unified Inference in Sequential Decision Problems"☆56Updated last year
- Code for "SimbaV2: Hyperspherical Normalization for Scalable Deep Reinforcement Learning"☆56Updated last month
- Benchmarking RL for POMDPs in Pure JAX [Code for "Structured State Space Models for In-Context Reinforcement Learning" (NeurIPS 2023)]☆107Updated last year
- Intrinsic Reward Matching (IRM) implementation (from Adeniji and Xie et al 2022)☆43Updated last year
- ☆20Updated 2 years ago
- Official code for "Can Wikipedia Help Offline Reinforcement Learning?" by Machel Reid, Yutaro Yamada and Shixiang Shane Gu☆105Updated 2 years ago
- ☆40Updated last year
- Scalable Opponent Shaping Experiments in JAX☆24Updated last year