Files
OpenJarvis/src/openjarvis/learning/__init__.py
T
Jon Saad-FalconandClaude Opus 4.6 8d538cd1b0 Add orchestrator training, channels, LiteLLM engine, and simplify learning taxonomy
Major changes across parallel sessions:

- Add orchestrator SFT & GRPO training subpackage (learning/orchestrator/)
  with episode types, multi-objective reward, prompt registry, policy model,
  RL environment, and registered learning policies
- Add structured THOUGHT/TOOL/INPUT/FINAL_ANSWER mode to OrchestratorAgent
- Add 15 channel backends (Discord, Slack, Telegram, Email, Webhook, IRC,
  Matrix, Teams, WhatsApp, Signal, Mattermost, BlueBubbles, Feishu,
  Google Chat, Webchat) with channel tools and config
- Add LiteLLM engine backend for unified LLM provider access
- Add RLM agent and REPL tool
- Remove ToolLearningPolicy — learning taxonomy now only targets
  Intelligence (LM weights/routing) and Agents (logic/ICL/tool strategies)
- Rename SFTPolicy to SFTRouterPolicy (backward-compat alias kept)
- Remove OpenClaw agent infrastructure (openclaw*.py, openclaw_bridge.py)
- Fix async streaming tests (asyncio.run vs deprecated get_event_loop)
- Fix server channel route tests (pytest.importorskip for optional fastapi)
- Track uv.lock for reproducibility
- Update CLAUDE.md and docs to reflect all changes

1676 tests pass, 37 skipped.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-23 18:32:32 +00:00

64 lines
1.5 KiB
Python

"""Learning pillar — router policy and reward functions."""
from __future__ import annotations
from openjarvis.learning._stubs import RewardFunction, RouterPolicy, RoutingContext
from openjarvis.learning.heuristic_reward import HeuristicRewardFunction
def ensure_registered() -> None:
"""Ensure all learning policies are registered in RouterPolicyRegistry.
Imported lazily to avoid circular imports with the intelligence pillar.
"""
from openjarvis.learning.heuristic_policy import (
ensure_registered as _reg_heuristic,
)
_reg_heuristic()
try:
from openjarvis.learning.grpo_policy import (
ensure_registered as _reg_grpo,
)
_reg_grpo()
except ImportError:
pass
from openjarvis.learning.trace_policy import (
ensure_registered as _reg_trace,
)
_reg_trace()
try:
import openjarvis.learning.sft_policy # noqa: F401
except ImportError:
pass
try:
import openjarvis.learning.agent_advisor # noqa: F401
except ImportError:
pass
try:
import openjarvis.learning.icl_updater # noqa: F401
except ImportError:
pass
# Orchestrator-native SFT & GRPO training
try:
import openjarvis.learning.orchestrator # noqa: F401
except ImportError:
pass
__all__ = [
"HeuristicRewardFunction",
"RewardFunction",
"RouterPolicy",
"RoutingContext",
"ensure_registered",
]