| title: ToolOrchestratorEnv Blog | |
| emoji: 💰 | |
| colorFrom: green | |
| colorTo: blue | |
| sdk: static | |
| pinned: false | |
| license: mit | |
| short_description: "Cost-Aware Tool Orchestration via RL — AgentBeats Phase 2" | |
| # ToolOrchestratorEnv: The Price of Thinking | |
| Blog post for the ToolOrchestratorEnv submission to AgentX–AgentBeats Phase 2 (Research Track). | |
| **ToolOrchestratorEnv: Teaching LLM Agents When Tools Are Worth the Cost** | |
| - **Environment Space**: [landrew9/ToolOrchestratorEnv](https://huggingface.co/spaces/landrew9/ToolOrchestratorEnv) | |
| - **GitHub**: [laraandrew/ToolOrchestratorEnv](https://github.com/laraandrew/ToolOrchestratorEnv) | |
| - **Submission Blog Space**: [landrew9/ToolOrchestratorEnv-Blog](https://huggingface.co/spaces/landrew9/ToolOrchestratorEnv-Blog) | |
| Authors: | |
| - Andrew Lara — Franklin and Marshall College | |
| - Yashaswi Sharma — University of Southern California | |
| - Defu Cao — University of Southern California | |
| - Muyan Weng — University of Southern California | |